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@article{DBLP:journals/pr/ZhongHJHLSYY24, author = {Xian Zhong and Xiyu Han and Xuemei Jia and Wenxin Huang and Wenxuan Liu and Shuaipeng Su and Xiaohan Yu and Mang Ye}, title = {{ICLR:} Instance Credibility-Based Label Refinement for label noisy person re-identification}, journal = {Pattern Recognit.}, volume = {148}, pages = {110168}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00010024, author = {Nicklas Hansen and Hao Su and Xiaolong Wang}, title = {{TD-MPC2:} Scalable, Robust World Models for Continuous Control}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/000100BCX24, author = {Shaofei Shen and Chenhao Zhang and Yawen Zhao and Alina Bialkowski and Tony Weitong Chen and Miao Xu}, title = {Label-Agnostic Forgetting: {A} Supervision-Free Unlearning in Deep Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001024, author = {Zhongxia Yan and Cathy Wu}, title = {Neural Neighborhood Search for Multi-agent Path Finding}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00010L0C24, author = {Ruoyu Chen and Hua Zhang and Siyuan Liang and Jingzhi Li and Xiaochun Cao}, title = {Less is More: Fewer Interpretable Region via Submodular Subset Selection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00010LKE024, author = {Yu Tian and Min Shi and Yan Luo and Ava Kouhana and Tobias Elze and Mengyu Wang}, title = {FairSeg: {A} Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00010LZCX24, author = {Jiahao Nie and Zhiwei He and Xudong Lv and Xueyi Zhou and Dong{-}Kyu Chae and Fei Xie}, title = {Towards Category Unification of 3D Single Object Tracking on Point Clouds}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00010S024, author = {Wei Mao and Richard Hartley and Mathieu Salzmann and Miaomiao Liu}, title = {Neural {SDF} Flow for 3D Reconstruction of Dynamic Scenes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00010WWCW24, author = {Tao Ge and Jing Hu and Lei Wang and Xun Wang and Si{-}Qing Chen and Furu Wei}, title = {In-context Autoencoder for Context Compression in a Large Language Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001ALDTMWO24, author = {Matt Barnes and Matthew Abueg and Oliver F. Lange and Matt Deeds and Jason Trader and Denali Molitor and Markus Wulfmeier and Shawn O'Banion}, title = {Massively Scalable Inverse Reinforcement Learning in Google Maps}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001ASLPB24, author = {Harry Zhao and Safa Alver and Harm van Seijen and Romain Laroche and Doina Precup and Yoshua Bengio}, title = {Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001BB24, author = {Thomas Laurent and James von Brecht and Xavier Bresson}, title = {Feature Collapse}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001BHS24, author = {Jiayuan Ye and Anastasia Borovykh and Soufiane Hayou and Reza Shokri}, title = {Leave-one-out Distinguishability in Machine Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001BN24, author = {Haoze Wu and Clark W. Barrett and Nina Narodytska}, title = {Lemur: Integrating Large Language Models in Automated Program Verification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001C0D24, author = {Jicong Fan and Rui Chen and Zhao Zhang and Chris Ding}, title = {Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001C24, author = {Xingyu Zhou and Sayak Ray Chowdhury}, title = {On Differentially Private Federated Linear Contextual Bandits}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001CM0SS24, author = {Xiaoming Zhao and Alex Colburn and Fangchang Ma and Miguel {\'{A}}ngel Bautista and Joshua M. Susskind and Alexander G. Schwing}, title = {Pseudo-Generalized Dynamic View Synthesis from a Video}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001CPY24, author = {Ge Yan and Hongxu Chen and Kaisen Pan and Junchi Yan}, title = {Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001CXHLY024, author = {Ruiyuan Gao and Kai Chen and Enze Xie and Lanqing Hong and Zhenguo Li and Dit{-}Yan Yeung and Qiang Xu}, title = {MagicDrive: Street View Generation with Diverse 3D Geometry Control}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001GKNY24, author = {Zinan Lin and Sivakanth Gopi and Janardhan Kulkarni and Harsha Nori and Sergey Yekhanin}, title = {Differentially Private Synthetic Data via Foundation Model APIs 1: Images}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001GYLLW00G24, author = {Yichao Shen and Zigang Geng and Yuhui Yuan and Yutong Lin and Ze Liu and Chunyu Wang and Han Hu and Nanning Zheng and Baining Guo}, title = {{V-DETR:} {DETR} with Vertex Relative Position Encoding for 3D Object Detection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001HALNSDCWICS24, author = {Yanqiao Zhu and Jeehyun Hwang and Keir Adams and Zhen Liu and Bozhao Nan and Brock Stenfors and Yuanqi Du and Jatin Chauhan and Olaf Wiest and Olexandr Isayev and Connor W. Coley and Yizhou Sun and Wei Wang}, title = {Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001HBGAKBP024, author = {Jaemin Cho and Yushi Hu and Jason M. Baldridge and Roopal Garg and Peter Anderson and Ranjay Krishna and Mohit Bansal and Jordi Pont{-}Tuset and Su Wang}, title = {Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001HFK24, author = {Kai Cui and Sascha Hauck and Christian Fabian and Heinz Koeppl}, title = {Learning Decentralized Partially Observable Mean Field Control for Artificial Collective Behavior}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001ICM24, author = {Gabriel Cardoso and Yazid Janati El Idrissi and Sylvain Le Corff and Eric Moulines}, title = {Monte Carlo guided Denoising Diffusion models for Bayesian linear inverse problems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001J24, author = {Shiqiang Wang and Mingyue Ji}, title = {A Lightweight Method for Tackling Unknown Participation Statistics in Federated Averaging}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001JLDDL24, author = {Zhihan Zhou and Yanrong Ji and Weijian Li and Pratik Dutta and Ramana V. Davuluri and Han Liu}, title = {{DNABERT-2:} Efficient Foundation Model and Benchmark For Multi-Species Genomes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001KWWMFG0Z24, author = {Yu Meng and Jitin Krishnan and Sinong Wang and Qifan Wang and Yuning Mao and Han Fang and Marjan Ghazvininejad and Jiawei Han and Luke Zettlemoyer}, title = {Representation Deficiency in Masked Language Modeling}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001L0HYJY0WW0M24, author = {Ziyue Jiang and Jinglin Liu and Yi Ren and Jinzheng He and Zhenhui Ye and Shengpeng Ji and Qian Yang and Chen Zhang and Pengfei Wei and Chunfeng Wang and Xiang Yin and Zejun Ma and Zhou Zhao}, title = {Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001LKYRT24, author = {Jason Y. Zhang and Amy Lin and Moneish Kumar and Tzu{-}Hsuan Yang and Deva Ramanan and Shubham Tulsiani}, title = {Cameras as Rays: Pose Estimation via Ray Diffusion}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001LLKG24, author = {Yuan Gong and Hongyin Luo and Alexander H. Liu and Leonid Karlinsky and James R. Glass}, title = {Listen, Think, and Understand}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001LWY24, author = {Jian{-}Feng Cai and Yu Long and Ruixue Wen and Jiaxi Ying}, title = {A Fast and Provable Algorithm for Sparse Phase Retrieval}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001LY0LYP0Y24, author = {Chau Pham and Boyi Liu and Yingxiang Yang and Zhengyu Chen and Tianyi Liu and Jianbo Yuan and Bryan A. Plummer and Zhaoran Wang and Hongxia Yang}, title = {Let Models Speak Ciphers: Multiagent Debate through Embeddings}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001LZ024, author = {Zhiyuan Liu and Hong Liu and Denny Zhou and Tengyu Ma}, title = {Chain of Thought Empowers Transformers to Solve Inherently Serial Problems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001MLLLG24, author = {Yichuan Li and Xiyao Ma and Sixing Lu and Kyumin Lee and Xiaohu Liu and Chenlei Guo}, title = {{MEND:} Meta Demonstration Distillation for Efficient and Effective In-Context Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001PBAAB024, author = {Aditya Bhatt and Daniel Palenicek and Boris Belousov and Max Argus and Artemij Amiranashvili and Thomas Brox and Jan Peters}, title = {CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001PBN24, author = {Francisco Vargas and Shreyas Padhy and Denis Blessing and Nikolas N{\"{u}}sken}, title = {Transport meets Variational Inference: Controlled Monte Carlo Diffusions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001PS0XY24, author = {Hongyi Wang and Felipe Maia Polo and Yuekai Sun and Souvik Kundu and Eric P. Xing and Mikhail Yurochkin}, title = {Fusing Models with Complementary Expertise}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001SARJH024, author = {Federico Bianchi and Mirac Suzgun and Giuseppe Attanasio and Paul R{\"{o}}ttger and Dan Jurafsky and Tatsunori Hashimoto and James Zou}, title = {Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001TB24, author = {Daniel Severo and Lucas Theis and Johannes Ball{\'{e}}}, title = {The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001TCSWC24, author = {Yifan Jiang and Hao Tang and Jen{-}Hao Rick Chang and Liangchen Song and Zhangyang Wang and Liangliang Cao}, title = {Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001WLLB0X24, author = {Tao Dai and Beiliang Wu and Peiyuan Liu and Naiqi Li and Jigang Bao and Yong Jiang and Shu{-}Tao Xia}, title = {Periodicity Decoupling Framework for Long-term Series Forecasting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001WLLH024, author = {Ke Xue and Ren{-}Jian Wang and Pengyi Li and Dong Li and Jianye Hao and Chao Qian}, title = {Sample-Efficient Quality-Diversity by Cooperative Coevolution}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001WLLRYJTL24, author = {Jen{-}tse Huang and Wenxuan Wang and Eric John Li and Man Ho Lam and Shujie Ren and Youliang Yuan and Wenxiang Jiao and Zhaopeng Tu and Michael R. Lyu}, title = {On the Humanity of Conversational {AI:} Evaluating the Psychological Portrayal of LLMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001WY024, author = {Shuo He and Chaojie Wang and Guowu Yang and Lei Feng}, title = {Candidate Label Set Pruning: {A} Data-centric Perspective for Deep Partial-label Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001XT0HS0GZF24, author = {Hu Xu and Saining Xie and Xiaoqing Ellen Tan and Po{-}Yao Huang and Russell Howes and Vasu Sharma and Shang{-}Wen Li and Gargi Ghosh and Luke Zettlemoyer and Christoph Feichtenhofer}, title = {Demystifying {CLIP} Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001YC24, author = {Jungtaek Kim and Jeongbeen Yoon and Minsu Cho}, title = {Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001YM0Z24, author = {Mikhail Galkin and Xinyu Yuan and Hesham Mostafa and Jian Tang and Zhaocheng Zhu}, title = {Towards Foundation Models for Knowledge Graph Reasoning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001YPZ024, author = {Chen Geng and Hong{-}Xing Yu and Sida Peng and Xiaowei Zhou and Jiajun Wu}, title = {Neural Polynomial Gabor Fields for Macro Motion Analysis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001Z0CLWLSYZL24, author = {Haoning Wu and Zicheng Zhang and Erli Zhang and Chaofeng Chen and Liang Liao and Annan Wang and Chunyi Li and Wenxiu Sun and Qiong Yan and Guangtao Zhai and Weisi Lin}, title = {Q-Bench: {A} Benchmark for General-Purpose Foundation Models on Low-level Vision}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001Z0LW024, author = {Yijie Lin and Jie Zhang and Zhenyu Huang and Jia Liu and Zujie Wen and Xi Peng}, title = {Multi-granularity Correspondence Learning from Long-term Noisy Videos}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0001ZXYP24, author = {Jinyang Jiang and Zeliang Zhang and Chenliang Xu and Zhaofei Yu and Yijie Peng}, title = {One Forward is Enough for Neural Network Training via Likelihood Ratio Method}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/000200S024, author = {Wenbo Li and Xin Yu and Kun Zhou and Yibing Song and Zhe Lin}, title = {Image Inpainting via Iteratively Decoupled Probabilistic Modeling}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00020H24, author = {Ziyi Chen and Yi Zhou and Heng Huang}, title = {On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00020LCYPJ24, author = {Xingyao Wang and Zihan Wang and Jiateng Liu and Yangyi Chen and Lifan Yuan and Hao Peng and Heng Ji}, title = {{MINT:} Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00020LNB24, author = {Junyi Zhu and Zinan Lin and Enshu Liu and Xuefei Ning and Matthew B. Blaschko}, title = {Rescaling Intermediate Features Makes Trained Consistency Models Perform Better}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002AF24, author = {Olivier Laurent and Emanuel Aldea and Gianni Franchi}, title = {A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002CF24, author = {C. Coelho and M. Fernanda P. Costa and Lu{\'{\i}}s L. Ferr{\'{a}}s}, title = {Tracing Footprints: Neural Networks Meet Non-integer Order Differential Equations For Modelling Systems with Memory}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002CMWHKX24, author = {Zhengyi Luo and Jinkun Cao and Josh Merel and Alexander Winkler and Jing Huang and Kris M. Kitani and Weipeng Xu}, title = {Universal Humanoid Motion Representations for Physics-Based Control}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002DYWY24, author = {Xiangming Zhu and Huayu Deng and Haochen Yuan and Yunbo Wang and Xiaokang Yang}, title = {Latent Intuitive Physics: Learning to Transfer Hidden Physics from {A} 3D Video}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002F0LYZF00Z24, author = {Jie Xiao and Ruili Feng and Han Zhang and Zhiheng Liu and Zhantao Yang and Yurui Zhu and Xueyang Fu and Kai Zhu and Yu Liu and Zheng{-}Jun Zha}, title = {DreamClean: Restoring Clean Image Using Deep Diffusion Prior}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002G0X0M24, author = {Haodong Lu and Dong Gong and Shuo Wang and Jason Xue and Lina Yao and Kristen Moore}, title = {Learning with Mixture of Prototypes for Out-of-Distribution Detection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002HTZF24, author = {Yutong Hu and Quzhe Huang and Mingxu Tao and Chen Zhang and Yansong Feng}, title = {Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding?}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002J0LL24, author = {Sheng Jin and Xueying Jiang and Jiaxing Huang and Lewei Lu and Shijian Lu}, title = {LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002LLLHW24, author = {Hang Yu and Cong Liao and Ruolan Liu and Jianguo Li and Yun Hu and Xinzhe Wang}, title = {AmortizedPeriod: Attention-based Amortized Inference for Periodicity Identification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002LLLS0024, author = {Guangyi Chen and Yuke Li and Xiao Liu and Zijian Li and Eman Al Suradi and Donglai Wei and Kun Zhang}, title = {{LLCP:} Learning Latent Causal Processes for Reasoning-based Video Question Answer}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002LW24, author = {Yi Li and Honghao Lin and David P. Woodruff}, title = {Optimal Sketching for Residual Error Estimation for Matrix and Vector Norms}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002LWGS24, author = {Nan Ding and Tomer Levinboim and Jialin Wu and Sebastian Goodman and Radu Soricut}, title = {CausalLM is not optimal for in-context learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002MPGH24, author = {Siqi Liu and Luke Marris and Georgios Piliouras and Ian Gemp and Nicolas Heess}, title = {NfgTransformer: Equivariant Representation Learning for Normal-form Games}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002MZ0L24, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Di He and Zhouchen Lin}, title = {Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002RX24, author = {Tong Zhou and Shaolei Ren and Xiaolin Xu}, title = {ArchLock: Locking {DNN} Transferability at the Architecture Level with a Zero-Cost Binary Predictor}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002XZT24, author = {Yang He and Lingao Xiao and Joey Tianyi Zhou and Ivor W. Tsang}, title = {Multisize Dataset Condensation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002YRL00AL024, author = {Yuwei Guo and Ceyuan Yang and Anyi Rao and Zhengyang Liang and Yaohui Wang and Yu Qiao and Maneesh Agrawala and Dahua Lin and Bo Dai}, title = {AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002Z24, author = {Yang He and Joey Tianyi Zhou}, title = {Data-independent Module-aware Pruning for Hierarchical Vision Transformers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002ZHLF0L24, author = {Yulai Zhao and Wenhao Zhan and Xiaoyan Hu and Ho{-}fung Leung and Farzan Farnia and Wen Sun and Jason D. Lee}, title = {Provably Efficient CVaR {RL} in Low-rank MDPs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002ZJKSLL24, author = {Tianqi Liu and Yao Zhao and Rishabh Joshi and Misha Khalman and Mohammad Saleh and Peter J. Liu and Jialu Liu}, title = {Statistical Rejection Sampling Improves Preference Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002ZLEP0MFSLP24, author = {Zilong Wang and Hao Zhang and Chun{-}Liang Li and Julian Martin Eisenschlos and Vincent Perot and Zifeng Wang and Lesly Miculicich and Yasuhisa Fujii and Jingbo Shang and Chen{-}Yu Lee and Tomas Pfister}, title = {Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002ZLNC24, author = {Yang Deng and Wenxuan Zhang and Wai Lam and See{-}Kiong Ng and Tat{-}Seng Chua}, title = {Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002ZLSYHT0J24, author = {Yuxin Zhang and Lirui Zhao and Mingbao Lin and Yunyun Sun and Yiwu Yao and Xingjia Han and Jared Tanner and Shiwei Liu and Rongrong Ji}, title = {Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0002ZW24, author = {Ethan Baron and Itamar Zimerman and Lior Wolf}, title = {A 2-Dimensional State Space Layer for Spatial Inductive Bias}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/000300K0S24, author = {Shuo Chen and Gang Niu and Chen Gong and Okan Koc and Jian Yang and Masashi Sugiyama}, title = {Robust Similarity Learning with Difference Alignment Regularization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00030LWZ024, author = {Qing Li and Yixin Zhu and Yitao Liang and Ying Nian Wu and Song{-}Chun Zhu and Siyuan Huang}, title = {Neural-Symbolic Recursive Machine for Systematic Generalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/00030WZ0S024, author = {Tianci Liu and Haoyu Wang and Feijie Wu and Hengtong Zhang and Pan Li and Lu Su and Jing Gao}, title = {Towards Poisoning Fair Representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0003CB24, author = {Ryan Wong and Necati Cihan Camg{\"{o}}z and Richard Bowden}, title = {Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0003CHJGL24, author = {Shreya Ghosh and Yi{-}Huan Chen and Ching{-}Hsiang Huang and Abu Shafin Mohammad Mahdee Jameel and Aly El Gamal and Samuel Labi}, title = {Weighted Branch Aggregation Based Deep Learning Model for Track Detection in Autonomous Racing}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0003FGH24, author = {Jiajun He and Gergely Flamich and Zongyu Guo and Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato}, title = {{RECOMBINER:} Robust and Enhanced Compression with Bayesian Implicit Neural Representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0003GV24, author = {Simranjit Singh and Aditya Golatkar and Avijit Verma}, title = {Role of Over-Parameterization in Generalization of 3-layer ReLU Networks}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/0003HLWL0J24, author = {Ziqi Wang and Le Hou and Tianjian Lu and Yuexin Wu and Yunxuan Li and Hongkun Yu and Heng Ji}, title = {Enabling Lanuguage Models to Implicitly Learn Self-Improvement}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
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@inproceedings{DBLP:conf/iclr/0003M24, author = {Mohamed Elsayed and A. Rupam Mahmood}, title = {Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
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@inproceedings{DBLP:conf/iclr/AbdulaalHBHIDCA24, author = {Ahmed Abdulaal and Adamos Hadjivasiliou and Nina Monta{\~{n}}a Brown and Tiantian He and Ayodeji Ijishakin and Ivana Drobnjak and Daniel C. Castro and Daniel C. Alexander}, title = {Causal Modelling Agents: Causal Graph Discovery through Synergising Metadata- and Data-driven Reasoning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AcharyaAK0Z24, author = {Krishna Acharya and Eshwar Ram Arunachaleswaran and Sampath Kannan and Aaron Roth and Juba Ziani}, title = {Oracle Efficient Algorithms for Groupwise Regret}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AdamsE24, author = {Jadie Adams and Shireen Y. Elhabian}, title = {Point2SSM: Learning Morphological Variations of Anatomies from Point Clouds}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AdilaSCS24, author = {Dyah Adila and Changho Shin and Linrong Cai and Frederic Sala}, title = {Zero-Shot Robustification of Zero-Shot Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AdilovaAKFJ24, author = {Linara Adilova and Maksym Andriushchenko and Michael Kamp and Asja Fischer and Martin Jaggi}, title = {Layer-wise linear mode connectivity}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AdiyaYLKL24, author = {Tserendorj Adiya and Jae Shin Yoon and Jungeun Lee and Sanghun Kim and Hwasup Lim}, title = {Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AfonchikovKMK24, author = {Danil Afonchikov and Elena Kornaeva and Irina Makovik and Alexey Kornaev}, title = {Native machine learning for noisy microscopic data processing}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AgafonovKGKAC024, author = {Artem Agafonov and Dmitry Kamzolov and Alexander V. Gasnikov and Ali Kavis and Kimon Antonakopoulos and Volkan Cevher and Martin Tak{\'{a}}c}, title = {Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AgarwalVZSGGB24, author = {Rishabh Agarwal and Nino Vieillard and Yongchao Zhou and Piotr Stanczyk and Sabela Ramos Garea and Matthieu Geist and Olivier Bachem}, title = {On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AggarwalMK24, author = {Deeksha Aggarwal and Yash Mittal and Uttam Kumar}, title = {Advancing Image Classification through Parameter-Efficient Fine-Tuning: {A} Study on LoRA with Plant Disease Detection Datasets}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AghajohariDCC24, author = {Milad Aghajohari and Juan Agustin Duque and Tim Cooijmans and Aaron C. Courville}, title = {{LOQA:} Learning with Opponent Q-Learning Awareness}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AgrawalSP24, author = {Ashrya Agrawal and Priyanshi Shah and Sourabh Prakash}, title = {Layered insights into Pyramid feature fusion architecture for {SSL}}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AhnCSYJS24, author = {Kwangjun Ahn and Xiang Cheng and Minhak Song and Chulhee Yun and Ali Jadbabaie and Suvrit Sra}, title = {Linear attention is (maybe) all you need (to understand Transformer optimization)}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AhnV24, author = {Jong{-}Hoon Ahn and Akshay Vashist}, title = {A Linear Algebraic Framework for Counterfactual Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AielloYNAO24, author = {Emanuele Aiello and Lili Yu and Yixin Nie and Armen Aghajanyan and Barlas Oguz}, title = {Jointly Training Large Autoregressive Multimodal Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AketiC024, author = {Sai Aparna Aketi and Sakshi Choudhary and Kaushik Roy}, title = {Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AkhalwayaUCSJHN24, author = {Ismail Yunus Akhalwaya and Shashanka Ubaru and Kenneth L. Clarkson and Mark S. Squillante and Vishnu Jejjala and Yang{-}Hui He and Kugendran Naidoo and Vasileios Kalantzis and Lior Horesh}, title = {Topological data analysis on noisy quantum computers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AkinwandeJSK24, author = {Victor Akinwande and Yiding Jiang and Dylan Sam and J. Zico Kolter}, title = {Understanding prompt engineering may not require rethinking generalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AkkermanLHS24, author = {Fabian Akkerman and Julius Luy and Wouter van Heeswijk and Maximilian Schiffer}, title = {Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Al-HafezZ0T24, author = {Firas Al{-}Hafez and Guoping Zhao and Jan Peters and Davide Tateo}, title = {Time-Efficient Reinforcement Learning with Stochastic Stateful Policies}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Al-TamAKS24, author = {Faroq Al{-}Tam and Muhammad Al{-}Qurishi and Thariq Khalid Kadavil and Riad Souissi}, title = {{CMFPN:} Context Modeling Meets Feature Pyramid Network}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Alabdulmohsin0S24, author = {Ibrahim Alabdulmohsin and Xiao Wang and Andreas Peter Steiner and Priya Goyal and Alexander D'Amour and Xiaohua Zhai}, title = {{CLIP} the Bias: How Useful is Balancing Data in Multimodal Learning?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AlbergoBLV24, author = {Michael S. Albergo and Nicholas Matthew Boffi and Michael Lindsey and Eric Vanden{-}Eijnden}, title = {Multimarginal Generative Modeling with Stochastic Interpolants}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AlemohammadCLHB24, author = {Sina Alemohammad and Josue Casco{-}Rodriguez and Lorenzo Luzi and Ahmed Imtiaz Humayun and Hossein Babaei and Daniel LeJeune and Ali Siahkoohi and Richard G. Baraniuk}, title = {Self-Consuming Generative Models Go {MAD}}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AlhumudAAAS24, author = {Anas Mohammed Alhumud and Muhammad Al{-}Qurishi and Yasser Omar Alomar and Ali Alzahrani and Riad Souissi}, title = {Improving Automated Speech Recognition Using Retrieval-Based Voice Conversion}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AlikhasiL24, author = {Mahdi Alikhasi and Levi Lelis}, title = {Unveiling Options with Neural Network Decomposition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AllemanLF24, author = {Matteo Alleman and Jack W. Lindsey and Stefano Fusi}, title = {Task structure and nonlinearity jointly determine learned representational geometry}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Alman024, author = {Josh Alman and Zhao Song}, title = {How to Capture Higher-order Correlations? Generalizing Matrix Softmax Attention to Kronecker Computation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AlmasiMVR24, author = {Hamidreza Almasi and Harsh Mishra and Balajee Vamanan and Sathya N. Ravi}, title = {Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AlonAEFY24, author = {Noga Alon and Dmitrii Avdiukhin and Dor Elboim and Orr Fischer and Grigory Yaroslavtsev}, title = {Optimal Sample Complexity of Contrastive Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AltabaaW0L24, author = {Awni Altabaa and Taylor Whittington Webb and Jonathan D. Cohen and John Lafferty}, title = {Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Amin24, author = {Ahmad Ayaz Amin}, title = {Discrete Natural Evolution Strategies}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AminianBKJY24, author = {Gholamali Aminian and Amirhossein Bagheri and Radmehr Karimian and Mahyar JafariNodeh and Mohammad Hossein Yassaee}, title = {Semi-supervised Learning under Self-training via {\textdollar}f{\textdollar}-Divergence}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AmmarBPMF24, author = {Mou{\"{\i}}n Ben Ammar and Nacim Belkhir and Sebastian Popescu and Antoine Manzanera and Gianni Franchi}, title = {{NECO:} NEural Collapse Based Out-of-distribution detection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AmortilaF0SX24, author = {Philip Amortila and Dylan J. Foster and Nan Jiang and Ayush Sekhari and Tengyang Xie}, title = {Harnessing Density Ratios for Online Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AmosB024, author = {Ido Amos and Jonathan Berant and Ankit Gupta}, title = {Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AnDD24, author = {Zhiyu An and Xianzhong Ding and Wan Du}, title = {Reward Bound for Behavioral Guarantee of Model-based Planning Agents}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AnLJLH24, author = {Sohyun An and Hayeon Lee and Jaehyeong Jo and Seanie Lee and Sung Ju Hwang}, title = {DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AnQZCXQS24, author = {Junyi An and Chao Qu and Zhipeng Zhou and Fenglei Cao and Yinghui Xu and Yuan Qi and Furao Shen}, title = {Hybrid Directional Graph Neural Network for Molecules}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AnZPMH24, author = {Bang An and Sicheng Zhu and Michael{-}Andrei Panaitescu{-}Liess and Chaithanya Kumar Mummadi and Furong Huang}, title = {PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AnciukeviciusMT24, author = {Titas Anciukevicius and Fabian Manhardt and Federico Tombari and Paul Henderson}, title = {Denoising Diffusion via Image-Based Rendering}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AndradePP24, author = {Francisco Andrade and Gabriel Peyr{\'{e}} and Clarice Poon}, title = {Sparsistency for inverse optimal transport}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AndrewKOOMS24, author = {Galen Andrew and Peter Kairouz and Sewoong Oh and Alina Oprea and Hugh Brendan McMahan and Vinith Menon Suriyakumar}, title = {One-shot Empirical Privacy Estimation for Federated Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AngelopoulosBFL24, author = {Anastasios Nikolas Angelopoulos and Stephen Bates and Adam Fisch and Lihua Lei and Tal Schuster}, title = {Conformal Risk Control}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AntoniadesYCWS24, author = {Antonis Antoniades and Yiyi Yu and Joseph Canzano and William Yang Wang and Spencer L. Smith}, title = {Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AroraETJP0RR24, author = {Simran Arora and Sabri Eyuboglu and Aman Timalsina and Isys Johnson and Michael Poli and James Zou and Atri Rudra and Christopher R{\'{e}}}, title = {Zoology: Measuring and Improving Recall in Efficient Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AroraMSR24, author = {Gundeep Arora and Srujana Merugu and Anoop Saladi and Rajeev Rastogi}, title = {Leveraging Uncertainty Estimates To Improve Classifier Performance}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ArousGHJ24, author = {G{\'{e}}rard Ben Arous and Reza Gheissari and Jiaoyang Huang and Aukosh Jagannath}, title = {High-dimensional {SGD} aligns with emerging outlier eigenspaces}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AsadulaevKEMB24, author = {Arip Asadulaev and Alexander Korotin and Vage Egiazarian and Petr Mokrov and Evgeny Burnaev}, title = {Neural Optimal Transport with General Cost Functionals}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AsaiWWSH24, author = {Akari Asai and Zeqiu Wu and Yizhong Wang and Avirup Sil and Hannaneh Hajishirzi}, title = {Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Ashcroft0GQS24, author = {Alexander Ashcroft and Ayan Das and Yulia Gryaditskaya and Zhiyu Qu and Yi{-}Zhe Song}, title = {Modelling complex vector drawings with stroke-clouds}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AshkboosCNHH24, author = {Saleh Ashkboos and Maximilian L. Croci and Marcelo Gennari Do Nascimento and Torsten Hoefler and James Hensman}, title = {SliceGPT: Compress Large Language Models by Deleting Rows and Columns}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AshokMZCD24, author = {Arjun Ashok and {\'{E}}tienne Marcotte and Valentina Zantedeschi and Nicolas Chapados and Alexandre Drouin}, title = {TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AtzmonHWL24, author = {Matan Atzmon and Jiahui Huang and Francis Williams and Or Litany}, title = {Approximately Piecewise {E(3)} Equivariant Point Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AvalosDN0R24, author = {Rapha{\"{e}}l Avalos and Florent Delgrange and Ann Now{\'{e}} and Guillermo A. P{\'{e}}rez and Diederik M. Roijers}, title = {The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/AzerbayevSPSMJD24, author = {Zhangir Azerbayev and Hailey Schoelkopf and Keiran Paster and Marco Dos Santos and Stephen Marcus McAleer and Albert Q. Jiang and Jia Deng and Stella Biderman and Sean Welleck}, title = {Llemma: An Open Language Model for Mathematics}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaaderMMV24, author = {Maximilian Baader and Mark Niklas M{\"{u}}ller and Yuhao Mao and Martin T. Vechev}, title = {Expressivity of ReLU-Networks under Convex Relaxations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BabaieeKRG24, author = {Zahra Babaiee and Peyman M. Kiasari and Daniela Rus and Radu Grosu}, title = {Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BacchiocchiC0024, author = {Francesco Bacchiocchi and Matteo Castiglioni and Alberto Marchesi and Nicola Gatti}, title = {Learning Optimal Contracts: How to Exploit Small Action Spaces}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Backurs0MST24, author = {Arturs Backurs and Zinan Lin and Sepideh Mahabadi and Sandeep Silwal and Jakub Tarnawski}, title = {Efficiently Computing Similarities to Private Datasets}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaeSNM24, author = {HeeSun Bae and Seungjae Shin and Byeonghu Na and Il{-}Chul Moon}, title = {Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaekKR24, author = {Christina Baek and J. Zico Kolter and Aditi Raghunathan}, title = {Why is {SAM} Robust to Label Noise?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaharloueiPR24, author = {Sina Baharlouei and Shivam Patel and Meisam Razaviyayn}, title = {f-FERM: {A} Scalable Framework for Robust Fair Empirical Risk Minimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaherwaniV24, author = {Vatsal Baherwani and Joseph James Vincent}, title = {Racial and Gender Stereotypes Encoded Into {CLIP} Representations}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BahetiLB0SR24, author = {Ashutosh Baheti and Ximing Lu and Faeze Brahman and Ronan Le Bras and Maarten Sap and Mark O. Riedl}, title = {Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaiB24, author = {Site Bai and Brian Bullins}, title = {Local Composite Saddle Point Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaiBI24, author = {Ruqi Bai and Saurabh Bagchi and David I. Inouye}, title = {Benchmarking Algorithms for Federated Domain Generalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaiMK024, author = {Haoyue Bai and Yifei Ming and Julian Katz{-}Samuels and Yixuan Li}, title = {{HYPO:} Hyperspherical Out-Of-Distribution Generalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaiX00KZGF24, author = {Yang Bai and Xinxing Xu and Yong Liu and Salman Khan and Fahad Shahbaz Khan and Wangmeng Zuo and Rick Siow Mong Goh and Chun{-}Mei Feng}, title = {Sentence-level Prompts Benefit Composed Image Retrieval}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BairYS0024, author = {Anna Bair and Hongxu Yin and Maying Shen and Pavlo Molchanov and Jos{\'{e}} M. {\'{A}}lvarez}, title = {Adaptive Sharpness-Aware Pruning for Robust Sparse Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BakmanYEA24, author = {Yavuz Faruk Bakman and Duygu Nur Yaldiz and Yahya H. Ezzeldin and Salman Avestimehr}, title = {Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BakrAASE24, author = {Eslam Mohamed Bakr and Mohamed Ayman and Mahmoud Ahmed and Habib Slim and Mohamed Elhoseiny}, title = {CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Balachandar0P24, author = {Sidhika Balachandar and Nikhil Garg and Emma Pierson}, title = {Domain constraints improve risk prediction when outcome data is missing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BambadeSTC24, author = {Antoine Bambade and Fabian Schramm and Adrien B. Taylor and Justin Carpentier}, title = {Leveraging augmented-Lagrangian techniques for differentiating over infeasible quadratic programs in machine learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BanAWZWTH24, author = {Yikun Ban and Ishika Agarwal and Ziwei Wu and Yada Zhu and Kommy Weldemariam and Hanghang Tong and Jingrui He}, title = {Neural Active Learning Beyond Bandits}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BanerjeeS024, author = {Debangshu Banerjee and Avaljot Singh and Gagandeep Singh}, title = {Interpreting Robustness Proofs of Deep Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BansalCSSGGG24, author = {Arpit Bansal and Hong{-}Min Chu and Avi Schwarzschild and Soumyadip Sengupta and Micah Goldblum and Jonas Geiping and Tom Goldstein}, title = {Universal Guidance for Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BansalDG24, author = {Hritik Bansal and John Dang and Aditya Grover}, title = {Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BansalSDGGBJT24, author = {Rachit Bansal and Bidisha Samanta and Siddharth Dalmia and Nitish Gupta and Sriram Ganapathy and Abhishek Bapna and Prateek Jain and Partha Talukdar}, title = {{LLM} Augmented LLMs: Expanding Capabilities through Composition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaoDH0L024, author = {Yanqi Bao and Tianyu Ding and Jing Huo and Wenbin Li and Yuxin Li and Yang Gao}, title = {InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaoSK24, author = {Yujia Bao and Srinivasan Sivanandan and Theofanis Karaletsos}, title = {Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BaoZTY024, author = {Guangsheng Bao and Yanbin Zhao and Zhiyang Teng and Linyi Yang and Yue Zhang}, title = {Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BarberoVSBG24, author = {Federico Barbero and Ameya Velingker and Amin Saberi and Michael M. Bronstein and Francesco Di Giovanni}, title = {Locality-Aware Graph Rewiring in GNNs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BarceloKLP24, author = {Pablo Barcel{\'{o}} and Alexander Kozachinskiy and Anthony Widjaja Lin and Vladimir V. Podolskii}, title = {Logical Languages Accepted by Transformer Encoders with Hard Attention}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BardouTB24, author = {Anthony Bardou and Patrick Thiran and Thomas Begin}, title = {Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Bastos0N0S24, author = {Anson Bastos and Kuldeep Singh and Abhishek Nadgeri and Manish Singh and Toyotaro Suzumura}, title = {Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BasuZMFM24, author = {Samyadeep Basu and Nanxuan Zhao and Vlad I. Morariu and Soheil Feizi and Varun Manjunatha}, title = {Localizing and Editing Knowledge In Text-to-Image Generative Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BatatiaSCOF24, author = {Ilyes Batatia and Lars L. Schaaf and G{\'{a}}bor Cs{\'{a}}nyi and Christoph Ortner and Felix A. Faber}, title = {Equivariant Matrix Function Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BatraTFPNS24, author = {Sumeet Batra and Bryon Tjanaka and Matthew Christopher Fontaine and Aleksei Petrenko and Stefanos Nikolaidis and Gaurav S. Sukhatme}, title = {Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BattiloroSTBSL24, author = {Claudio Battiloro and Indro Spinelli and Lev Telyatnikov and Michael M. Bronstein and Simone Scardapane and Paolo Di Lorenzo}, title = {From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BazagaLM24, author = {Adri{\'{a}}n Bazaga and Pietro Lio and Gos Micklem}, title = {Language Model Knowledge Distillation for Efficient Question Answering in Spanish}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BazagaLM24a, author = {Adri{\'{a}}n Bazaga and Pietro Lio and Gos Micklem}, title = {Unsupervised Pretraining for Fact Verification by Language Model Distillation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BdeirSL24, author = {Ahmad Bdeir and Kristian Schwethelm and Niels Landwehr}, title = {Fully Hyperbolic Convolutional Neural Networks for Computer Vision}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BeainiHCLMDMMWM24, author = {Dominique Beaini and Shenyang Huang and Joao Alex Cunha and Zhiyi Li and Gabriela Moisescu{-}Pareja and Oleksandr Dymov and Samuel Maddrell{-}Mander and Callum McLean and Frederik Wenkel and Luis M{\"{u}}ller and Jama Hussein Mohamud and Ali Parviz and Michael Craig and Michal Koziarski and Jiarui Lu and Zhaocheng Zhu and Cristian Gabellini and Kerstin Klaser and Josef Dean and Cas Wognum and Maciej Sypetkowski and Guillaume Rabusseau and Reihaneh Rabbany and Jian Tang and Christopher Morris and Mirco Ravanelli and Guy Wolf and Prudencio Tossou and Hadrien Mary and Therence Bois and Andrew W. Fitzgibbon and Blazej Banaszewski and Chad Martin and Dominic Masters}, title = {Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Beik-MohammadiH24, author = {Hadi Beik{-}Mohammadi and S{\o}ren Hauberg and Georgios Arvanitidis and Nadia Figueroa and Gerhard Neumann and Leonel Rozo}, title = {Neural Contractive Dynamical Systems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BekkersVHLR24, author = {Erik J. Bekkers and Sharvaree P. Vadgama and Rob Hesselink and Putri A. van der Linden and David W. Romero}, title = {Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BelemSR024, author = {Catarina G. Bel{\'{e}}m and Preethi Seshadri and Yasaman Razeghi and Sameer Singh}, title = {Are Models Biased on Text without Gender-related Language?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BelouadiLE24, author = {Jonas Belouadi and Anne Lauscher and Steffen Eger}, title = {AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BenchetritBK24, author = {Yohann Benchetrit and Hubert J. Banville and Jean{-}Remi King}, title = {Brain decoding: toward real-time reconstruction of visual perception}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BencomoS024, author = {Gianluca M. Bencomo and Jake Snell and Thomas L. Griffiths}, title = {Implicit Maximum a Posteriori Filtering via Adaptive Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BenitaEK24, author = {Roi Benita and Michael Elad and Joseph Keshet}, title = {DiffAR: Denoising Diffusion Autoregressive Model for Raw Speech Waveform Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Benmeziane24, author = {Hadjer Benmeziane}, title = {A Pre-Search Evaluation Framework for Assessing Search Space Complexity}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BenoitJAKRZ24, author = {Harold Benoit and Liangze Jiang and Andrei Atanov and Oguzhan Fatih Kar and Mattia Rigotti and Amir Zamir}, title = {Unraveling the Key Components of {OOD} Generalization via Diversification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BentonBDD24, author = {Joe Benton and Valentin De Bortoli and Arnaud Doucet and George Deligiannidis}, title = {Nearly d-Linear Convergence Bounds for Diffusion Models via Stochastic Localization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BerglundTKBSKE24, author = {Lukas Berglund and Meg Tong and Maximilian Kaufmann and Mikita Balesni and Asa Cooper Stickland and Tomasz Korbak and Owain Evans}, title = {The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BergmeisterMPW24, author = {Andreas Bergmeister and Karolis Martinkus and Nathana{\"{e}}l Perraudin and Roger Wattenhofer}, title = {Efficient and Scalable Graph Generation through Iterative Local Expansion}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BernasconiCCF24, author = {Martino Bernasconi and Matteo Castiglioni and Andrea Celli and Federico Fusco}, title = {Bandits with Replenishable Knapsacks: the Best of both Worlds}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BertrandBDJG24, author = {Quentin Bertrand and Avishek Joey Bose and Alexandre Duplessis and Marco Jiralerspong and Gauthier Gidel}, title = {On the Stability of Iterative Retraining of Generative Models on their own Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BethuneMBBMPFSV24, author = {Louis B{\'{e}}thune and Thomas Massena and Thibaut Boissin and Aur{\'{e}}lien Bellet and Franck Mamalet and Yannick Prudent and Corentin Friedrich and Mathieu Serrurier and David Vigouroux}, title = {{DP-SGD} Without Clipping: The Lipschitz Neural Network Way}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BevilacquaEM0M24, author = {Beatrice Bevilacqua and Moshe Eliasof and Eli A. Meirom and Bruno Ribeiro and Haggai Maron}, title = {Efficient Subgraph GNNs by Learning Effective Selection Policies}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BhargavaCGS024, author = {Prajjwal Bhargava and Rohan Chitnis and Alborz Geramifard and Shagun Sodhani and Amy Zhang}, title = {When should we prefer Decision Transformers for Offline Reinforcement Learning?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BhattacharyyaP024, author = {Apratim Bhattacharyya and Sunny Panchal and Reza Pourreza and Mingu Lee and Pulkit Madan and Roland Memisevic}, title = {Look, Remember and Reason: Grounded Reasoning in Videos with Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BhattamishraPBK24, author = {Satwik Bhattamishra and Arkil Patel and Phil Blunsom and Varun Kanade}, title = {Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BhesraSA24, author = {Kirtilekha Bhesra and Shivam Ashok Shukla and Akshay Agarwal}, title = {Audio vs. Text: Identify a Powerful Modality for Effective Hate Speech Detection}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BianBP024, author = {Jia{-}Wang Bian and Wenjing Bian and Victor Adrian Prisacariu and Philip Torr}, title = {Porf: Pose residual field for accurate Neural surface Reconstruction}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BigelowLDTU24, author = {Eric J. Bigelow and Ekdeep Singh Lubana and Robert P. Dick and Hidenori Tanaka and Tomer D. Ullman}, title = {In-Context Learning Dynamics with Random Binary Sequences}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BinzS24, author = {Marcel Binz and Eric Schulz}, title = {Turning large language models into cognitive models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BishnoiJRK24, author = {Suresh Bishnoi and Jayadeva and Sayan Ranu and N. M. Anoop Krishnan}, title = {BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlackJDKL24, author = {Kevin Black and Michael Janner and Yilun Du and Ilya Kostrikov and Sergey Levine}, title = {Training Diffusion Models with Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlackNAWFKL24, author = {Kevin Black and Mitsuhiko Nakamoto and Pranav Atreya and Homer Rich Walke and Chelsea Finn and Aviral Kumar and Sergey Levine}, title = {Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlankeL24, author = {Matthieu Blanke and Marc Lelarge}, title = {Interpretable Meta-Learning of Physical Systems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlasiokN24, author = {Jaroslaw Blasiok and Preetum Nakkiran}, title = {Smooth {ECE:} Principled Reliability Diagrams via Kernel Smoothing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlecherCSS24, author = {Lukas Blecher and Guillem Cucurull and Thomas Scialom and Robert Stojnic}, title = {Nougat: Neural Optical Understanding for Academic Documents}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BleisteinG24, author = {Linus Bleistein and Agathe Guilloux}, title = {On the Generalization and Approximation Capacities of Neural Controlled Differential Equations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlockFKSZ24, author = {Adam Block and Dylan J. Foster and Akshay Krishnamurthy and Max Simchowitz and Cyril Zhang}, title = {Butterfly Effects of {SGD} Noise: Error Amplification in Behavior Cloning and Autoregression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlumbergSA24, author = {Stefano B. Blumberg and Paddy J. Slator and Daniel C. Alexander}, title = {Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BlumenfeldHS24, author = {Yaniv Blumenfeld and Itay Hubara and Daniel Soudry}, title = {Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BoeselR24, author = {Frederic Boesel and Robin Rombach}, title = {Improving Image Editing Models with Generative Data Refinement}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BohdeLSJ24, author = {Montgomery Bohde and Meng Liu and Alexandra Saxton and Shuiwang Ji}, title = {On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BohiG24, author = {Simon B{\"{o}}hi and Shkurta Gashi}, title = {Large Language Models for Wearable Data Analysis and Interpretation}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Boix-AdseraSABL24, author = {Enric Boix{-}Adser{\`{a}} and Omid Saremi and Emmanuel Abbe and Samy Bengio and Etai Littwin and Joshua M. Susskind}, title = {When can transformers reason with abstract symbols?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BolyaRHF24, author = {Daniel Bolya and Chaitanya Ryali and Judy Hoffman and Christoph Feichtenhofer}, title = {Window Attention is Bugged: How not to Interpolate Position Embeddings}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Bond-TaylorW24, author = {Sam Bond{-}Taylor and Chris G. Willcocks}, title = {{\(\infty\)}-Diff: Infinite Resolution Diffusion with Subsampled Mollified States}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BonnetLBSADCMTK24, author = {Cl{\'{e}}ment Bonnet and Daniel Luo and Donal Byrne and Shikha Surana and Sasha Abramowitz and Paul Duckworth and Vincent Coyette and Laurence Illing Midgley and Elshadai Tegegn and Tristan Kalloniatis and Omayma Mahjoub and Matthew Macfarlane and Andries P. Smit and Nathan Grinsztajn and Rapha{\"{e}}l Boige and Cemlyn N. Waters and Mohamed A. Mimouni and Ulrich A. Mbou Sob and Ruan de Kock and Siddarth Singh and Daniel Furelos{-}Blanco and Victor Le and Arnu Pretorius and Alexandre Laterre}, title = {Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in {JAX}}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BonoACW024, author = {Guillaume Bono and Leonid Antsfeld and Boris Chidlovskii and Philippe Weinzaepfel and Christian Wolf}, title = {End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BonoASM024, author = {Guillaume Bono and Leonid Antsfeld and Assem Sadek and Gianluca Monaci and Christian Wolf}, title = {Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BordeK24, author = {Haitz S{\'{a}}ez de Oc{\'{a}}riz Borde and Anastasis Kratsios}, title = {Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BordelonNLHP24, author = {Blake Bordelon and Lorenzo Noci and Mufan Bill Li and Boris Hanin and Cengiz Pehlevan}, title = {Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BoseAHFRLNKB024, author = {Avishek Joey Bose and Tara Akhound{-}Sadegh and Guillaume Huguet and Kilian Fatras and Jarrid Rector{-}Brooks and Cheng{-}Hao Liu and Andrei Cristian Nica and Maksym Korablyov and Michael M. Bronstein and Alexander Tong}, title = {SE(3)-Stochastic Flow Matching for Protein Backbone Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BouBDKSYFM24, author = {Albert Bou and Matteo Bettini and Sebastian Dittert and Vikash Kumar and Shagun Sodhani and Xiaomeng Yang and Gianni De Fabritiis and Vincent Moens}, title = {TorchRL: {A} data-driven decision-making library for PyTorch}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Bradley0TZOBCSS24, author = {Herbie Bradley and Andrew Dai and Hannah Benita Teufel and Jenny Zhang and Koen Oostermeijer and Marco Bellagente and Jeff Clune and Kenneth O. Stanley and Gr{\'{e}}gory Schott and Joel Lehman}, title = {Quality-Diversity through {AI} Feedback}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BrahmanBPHLA0S024, author = {Faeze Brahman and Chandra Bhagavatula and Valentina Pyatkin and Jena D. Hwang and Xiang Lorraine Li and Hirona Jacqueline Arai and Soumya Sanyal and Keisuke Sakaguchi and Xiang Ren and Yejin Choi}, title = {PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BrellmannBFF24, author = {David Brellmann and Elo{\"{\i}}se Berthier and David Filliat and Goran Frehse}, title = {On Double Descent in Reinforcement Learning with {LSTD} and Random Features}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BrimaKPH24, author = {Yusuf Brima and Ulf Krumnack and Simone Pika and Gunther Heidemann}, title = {Learning Disentangled Audio Representations through Controlled Synthesis}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BrokmanBTBCG24, author = {Jonathan Brokman and Roy Betser and Rotem Turjeman and Tom Berkov and Ido Cohen and Guy Gilboa}, title = {Enhancing Neural Training via a Correlated Dynamics Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BueningSDX24, author = {Thomas Kleine Buening and Aadirupa Saha and Christos Dimitrakakis and Haifeng Xu}, title = {Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BurgZVOHWLMFDRS24, author = {Max F. Burg and Thomas Zenkel and Michaela Vystrcilov{\'{a}} and Jonathan Oesterle and Larissa H{\"{o}}fling and Konstantin F. Willeke and Jan Lause and Sarah M{\"{u}}ller and Paul G. Fahey and Zhiwei Ding and Kelli Restivo and Shashwat Sridhar and Tim Gollisch and Philipp Berens and Andreas S. Tolias and Thomas Euler and Matthias Bethge and Alexander S. Ecker}, title = {Most discriminative stimuli for functional cell type clustering}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Burkholz24, author = {Rebekka Burkholz}, title = {Batch normalization is sufficient for universal function approximation in CNNs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BushuievBKFGGSP24, author = {Anton Bushuiev and Roman Bushuiev and Petr Kouba and Anatolii Filkin and Marketa Gabrielova and Michal Gabriel and Jir{\'{\i}} Sedl{\'{a}}r and Tom{\'{a}}s Pluskal and Jir{\'{\i}} Damborsk{\'{y}} and Stanislav Mazurenko and Josef Sivic}, title = {Learning to design protein-protein interactions with enhanced generalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ButakovTMNFA24, author = {Ivan Butakov and Aleksander Tolmachev and Sofia Malanchuk and Anna Neopryatnaya and Alexey A. Frolov and Kirill V. Andreev}, title = {Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BuvaneshCPPDMHJ24, author = {Anirudh Buvanesh and Rahul Chand and Jatin Prakash and Bhawna Paliwal and Mudit Dhawan and Neelabh Madan and Deepesh Hada and Vidit Jain and Sonu Mehta and Yashoteja Prabhu and Manish Gupta and Ramachandran Ramjee and Manik Varma}, title = {Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/BuylDB24, author = {Maarten Buyl and MaryBeth Defrance and Tijl De Bie}, title = {fairret: a Framework for Differentiable Fairness Regularization Terms}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CabannesDB24, author = {Vivien Cabannes and Elvis Dohmatob and Alberto Bietti}, title = {Scaling Laws for Associative Memories}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CacciamaniC024, author = {Federico Cacciamani and Matteo Castiglioni and Nicola Gatti}, title = {Online Information Acquisition: Hiring Multiple Agents}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Cai00CZ24, author = {Tianle Cai and Xuezhi Wang and Tengyu Ma and Xinyun Chen and Denny Zhou}, title = {Large Language Models as Tool Makers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaiAD24, author = {Xufeng Cai and Ahmet Alacaoglu and Jelena Diakonikolas}, title = {Variance Reduced Halpern Iteration for Finite-Sum Monotone Inclusions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaiZA24, author = {Chencheng Cai and Xu Zhang and Edoardo M. Airoldi}, title = {Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaiZG024, author = {Borui Cai and Zihao Johnson Zheng and Longxiang Gao and Yong Xiang}, title = {Borderline Sample Extraction from a Trained Classifier}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaiZWMLL24, author = {Shaofei Cai and Bowei Zhang and Zihao Wang and Xiaojian Ma and Anji Liu and Yitao Liang}, title = {{GROOT:} Learning to Follow Instructions by Watching Gameplay Videos}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CambrinG24, author = {Daniele Rege Cambrin and Paolo Garza}, title = {Paraphrase Loss for Abstractive Summarization}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CannistraciMFMR24, author = {Irene Cannistraci and Luca Moschella and Marco Fumero and Valentino Maiorca and Emanuele Rodol{\`{a}}}, title = {From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Cao0CCBZ024, author = {Bowen Cao and Deng Cai and Leyang Cui and Xuxin Cheng and Wei Bi and Yuexian Zou and Shuming Shi}, title = {Retrieval is Accurate Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoFXZ024, author = {Chengzhi Cao and Yinghao Fu and Sheng Xu and Ruimao Zhang and Shuang Li}, title = {Enhancing Human-AI Collaboration Through Logic-Guided Reasoning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoGK0ZZNGSW24, author = {Shengcao Cao and Jiuxiang Gu and Jason Kuen and Hao Tan and Ruiyi Zhang and Handong Zhao and Ani Nenkova and Liangyan Gui and Tong Sun and Yu{-}Xiong Wang}, title = {{SOHES:} Self-supervised Open-world Hierarchical Entity Segmentation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoHWP024, author = {Ziang Cao and Fangzhou Hong and Tong Wu and Liang Pan and Ziwei Liu}, title = {Large-Vocabulary 3D Diffusion Model with Transformer}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoJAPZY024, author = {Defu Cao and Furong Jia and Sercan {\"{O}}. Arik and Tomas Pfister and Yixiang Zheng and Wen Ye and Yan Liu}, title = {{TEMPO:} Prompt-based Generative Pre-trained Transformer for Time Series Forecasting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoL0T0024, author = {Yue Cao and Tianlin Li and Xiaofeng Cao and Ivor W. Tsang and Yang Liu and Qing Guo}, title = {{IRAD:} Implicit Representation-driven Image Resampling against Adversarial Attacks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoMSC24, author = {Hongpeng Cao and Yanbing Mao and Lui Sha and Marco Caccamo}, title = {Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoMWH24, author = {Qingqing Cao and Sewon Min and Yizhong Wang and Hannaneh Hajishirzi}, title = {{BTR:} Binary Token Representations for Efficient Retrieval Augmented Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoP24, author = {Wenhan Cao and Wei Pan}, title = {Impact of Computation in Integral Reinforcement Learning for Continuous-Time Control}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaoR024, author = {Chenjie Cao and Xinlin Ren and Yanwei Fu}, title = {MVSFormer++: Revealing the Devil in Transformer's Details for Multi-View Stereo}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CardaceRBZSS24, author = {Adriano Cardace and Pierluigi Zama Ramirez and Francesco Ballerini and Allan Zhou and Samuele Salti and Luigi Di Stefano}, title = {Neural Processing of Tri-Plane Hybrid Neural Fields}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CareilMVL24, author = {Marl{\`{e}}ne Careil and Matthew J. Muckley and Jakob Verbeek and St{\'{e}}phane Lathuili{\`{e}}re}, title = {Towards image compression with perfect realism at ultra-low bitrates}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CarlssonBHSN24, author = {Fredrik Carlsson and Johan Broberg and Erik Hillbom and Magnus Sahlgren and Joakim Nivre}, title = {Branch-GAN: Improving Text Generation with (not so) Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CaroFRRACMZDAD24, author = {Josue Ortega Caro and Antonio Henrique de Oliveira Fonseca and Syed Asad Rizvi and Matteo Rosati and Christopher L. Averill and James Cross and Prateek Mittal and Emanuele Zappala and Rahul Madhav Dhodapkar and Chadi Abdallah and David van Dijk}, title = {BrainLM: {A} foundation model for brain activity recordings}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CarvalhoTL24, author = {Tales Henrique Carvalho and Kenneth Tjhia and Levi Lelis}, title = {Reclaiming the Source of Programmatic Policies: Programmatic versus Latent Spaces}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CastanyerRB24, author = {Roger Creus Castanyer and Joshua Romoff and Glen Berseth}, title = {Improving Intrinsic Exploration by Creating Stationary Objectives}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CenLWYLZ24, author = {Zhepeng Cen and Zuxin Liu and Zitong Wang and Yihang Yao and Henry Lam and Ding Zhao}, title = {Learning from Sparse Offline Datasets via Conservative Density Estimation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChaeKK24, author = {Jiseok Chae and Kyuwon Kim and Donghwan Kim}, title = {Two-timescale Extragradient for Finding Local Minimax Points}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChakrabortyB24, author = {Saptarshi Chakraborty and Peter L. Bartlett}, title = {A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChakrabortyBKWM24, author = {Souradip Chakraborty and Amrit S. Bedi and Alec Koppel and Huazheng Wang and Dinesh Manocha and Mengdi Wang and Furong Huang}, title = {{PARL:} {A} Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChakrabortyKKM24, author = {Biswadeep Chakraborty and Beomseok Kang and Harshit Kumar and Saibal Mukhopadhyay}, title = {Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent {SNN}}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChalapathiDK24, author = {Nithin Chalapathi and Yiheng Du and Aditi S. Krishnapriyan}, title = {Scaling physics-informed hard constraints with mixture-of-experts}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChanCSYXZF024, author = {Chi{-}Min Chan and Weize Chen and Yusheng Su and Jianxuan Yu and Wei Xue and Shanghang Zhang and Jie Fu and Zhiyuan Liu}, title = {ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChanZZJN24, author = {Yun{-}Hin Chan and Rui Zhou and Running Zhao and Zhihan Jiang and Edith C. H. Ngai}, title = {Internal Cross-layer Gradients for Extending Homogeneity to Heterogeneity in Federated Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChandaMR24, author = {Prateek Chanda and Shrey Modi and Ganesh Ramakrishnan}, title = {Bayesian Coreset Optimization for Personalized Federated Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChandakSSB24, author = {Yash Chandak and Shiv Shankar and Vasilis Syrgkanis and Emma Brunskill}, title = {Adaptive Instrument Design for Indirect Experiments}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChangHCYWLW24, author = {Kai{-}Po Chang and Chi{-}Pin Huang and Wei{-}Yuan Cheng and Fu{-}En Yang and Chien{-}Yi Wang and Yung{-}Hsuan Lai and Yu{-}Chiang Frank Wang}, title = {{RAPPER:} Reinforced Rationale-Prompted Paradigm for Natural Language Explanation in Visual Question Answering}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChangLGI24, author = {Yapei Chang and Kyle Lo and Tanya Goyal and Mohit Iyyer}, title = {BooookScore: {A} systematic exploration of book-length summarization in the era of LLMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChangSHB024, author = {Jonathan D. Chang and Dhruv Sreenivas and Yingbing Huang and Kiant{\'{e}} Brantley and Wen Sun}, title = {Adversarial Imitation Learning via Boosting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChangT0A24, author = {Pascal Chang and Jingwei Tang and Markus Gross and Vinicius C. Azevedo}, title = {How {I} Warped Your Noise: a Temporally-Correlated Noise Prior for Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Charton24, author = {Fran{\c{c}}ois Charton}, title = {Learning the greatest common divisor: explaining transformer predictions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChattopadhyayCV24, author = {Aditya Chattopadhyay and Kwan Ho Ryan Chan and Ren{\'{e}} Vidal}, title = {Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChattopadhyayGE24, author = {Prithvijit Chattopadhyay and Bharat Goyal and Boglarka Ecsedi and Viraj Prabhu and Judy Hoffman}, title = {{AUGCAL:} Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChaudhariSOU24, author = {Harsh Chaudhari and Giorgio Severi and Alina Oprea and Jonathan R. Ullman}, title = {Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChaudhuriG024, author = {Abhra Chaudhuri and Serban Georgescu and Anjan Dutta}, title = {Learning Conditional Invariances through Non-Commutativity}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChavanLG24, author = {Arnav Chavan and Nahush Lele and Deepak K. Gupta}, title = {Rethinking Compression: Reduced order modelling of Latent Features in Large Language Models}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChavdarovaYPJ24, author = {Tatjana Chavdarova and Tong Yang and Matteo Pagliardini and Michael I. Jordan}, title = {A Primal-Dual Approach to Solving Variational Inequalities with General Constraints}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChawlaDSM24, author = {Krrish Chawla and Mario DePavia and Aryan Sahai and Brando Miranda}, title = {A Systematic Study of the Role of Data Quality and Alignment for Fine-tuning LLMs for Enhanced Autoformalization}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CheferLGPSIMW24, author = {Hila Chefer and Oran Lang and Mor Geva and Volodymyr Polosukhin and Assaf Shocher and Michal Irani and Inbar Mosseri and Lior Wolf}, title = {The Hidden Language of Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0L024, author = {Lizhang Chen and Bo Liu and Kaizhao Liang and Qiang Liu}, title = {Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0L0C24, author = {Yihang Chen and Fanghui Liu and Yiping Lu and Grigorios Chrysos and Volkan Cevher}, title = {Generalization of Scaled Deep ResNets in the Mean-Field Regime}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0MLB24, author = {Guanzheng Chen and Xin Li and Zaiqiao Meng and Shangsong Liang and Lidong Bing}, title = {{CLEX:} Continuous Length Extrapolation for Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0SLF24, author = {Annie S. Chen and Yoonho Lee and Amrith Setlur and Sergey Levine and Chelsea Finn}, title = {Project and Probe: Sample-Efficient Adaptation by Interpolating Orthogonal Features}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0SXXYTZ24, author = {Changyou Chen and Han Ding and Bunyamin Sisman and Yi Xu and Ouye Xie and Benjamin Z. Yao and Son Dinh Tran and Belinda Zeng}, title = {Diffusion Models for Multi-Task Generative Modeling}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0W0024, author = {Huayu Chen and Cheng Lu and Zhengyi Wang and Hang Su and Jun Zhu}, title = {Score Regularized Policy Optimization through Diffusion Behavior}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0WM24, author = {Xuxi Chen and Yu Yang and Zhangyang Wang and Baharan Mirzasoleiman}, title = {Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0X24, author = {Mengyuan Chen and Junyu Gao and Changsheng Xu}, title = {{R-EDL:} Relaxing Nonessential Settings of Evidential Deep Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chen0ZZMY0L0024, author = {Xinyuan Chen and Yaohui Wang and Lingjun Zhang and Shaobin Zhuang and Xin Ma and Jiashuo Yu and Yali Wang and Dahua Lin and Yu Qiao and Ziwei Liu}, title = {{SEINE:} Short-to-Long Video Diffusion Model for Generative Transition and Prediction}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenDH0WH24, author = {Yu Chen and Yihan Du and Pihe Hu and Siwei Wang and Desheng Wu and Longbo Huang}, title = {Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenDKGA24, author = {Chang Chen and Fei Deng and Kenji Kawaguchi and Caglar Gulcehre and Sungjin Ahn}, title = {Simple Hierarchical Planning with Diffusion}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenDLG24, author = {Zixiang Chen and Yihe Deng and Yuanzhi Li and Quanquan Gu}, title = {Understanding Transferable Representation Learning and Zero-shot Transfer in {CLIP}}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenF24, author = {Qiuyi Chen and Mark D. Fuge}, title = {Compressing Latent Space via Least Volume}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenG024, author = {Linwei Chen and Lin Gu and Ying Fu}, title = {When Semantic Segmentation Meets Frequency Aliasing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenGDTSZ24, author = {Tianrong Chen and Jiatao Gu and Laurent Dinh and Evangelos A. Theodorou and Joshua M. Susskind and Shuangfei Zhai}, title = {Generative Modeling with Phase Stochastic Bridge}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenHLJFL24, author = {Sihan Chen and Xingjian He and Handong Li and Xiaojie Jin and Jiashi Feng and Jing Liu}, title = {{COSA:} Concatenated Sample Pretrained Vision-Language Foundation Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenKCT24, author = {Zhirui Chen and P. N. Karthik and Yeow Meng Chee and Vincent Y. F. Tan}, title = {Fixed-Budget Differentially Private Best Arm Identification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenKL24, author = {Wenlong Chen and Yegor Klochkov and Yang Liu}, title = {Post-hoc bias scoring is optimal for fair classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenL24, author = {Ricky T. Q. Chen and Yaron Lipman}, title = {Flow Matching on General Geometries}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLHHFHC24, author = {Nan Chen and Zemin Liu and Bryan Hooi and Bingsheng He and Rizal Fathony and Jun Hu and Jia Chen}, title = {Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLHZ24, author = {Lu Chen and Siyu Lou and Benhao Huang and Quanshi Zhang}, title = {Defining and extracting generalizable interaction primitives from DNNs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLJYK24, author = {Lin Chen and Michal Lukasik and Wittawat Jitkrittum and Chong You and Sanjiv Kumar}, title = {On Bias-Variance Alignment in Deep Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLLL24, author = {Xiaodan Chen and Xiucheng Li and Bo Liu and Zhijun Li}, title = {Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLN24, author = {Sijia Chen and Baochun Li and Di Niu}, title = {Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLSW24, author = {Guanting Chen and Xiaocheng Li and Chunlin Sun and Hanzhao Wang}, title = {Learning to Make Adherence-aware Advice}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLSZ24, author = {Xinyun Chen and Maxwell Lin and Nathanael Sch{\"{a}}rli and Denny Zhou}, title = {Teaching Large Language Models to Self-Debug}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLW24, author = {Jingyu Chen and Runlin Lei and Zhewei Wei}, title = {PolyGCL: {GRAPH} {CONTRASTIVE} {LEARNING} via Learnable Spectral Polynomial Filters}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLWY24, author = {Xinyan Chen and Yang Li and Runzhong Wang and Junchi Yan}, title = {MixSATGEN: Learning Graph Mixing for {SAT} Instance Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenLYWGYTS0HJ24, author = {Lichang Chen and Shiyang Li and Jun Yan and Hai Wang and Kalpa Gunaratna and Vikas Yadav and Zheng Tang and Vijay Srinivasan and Tianyi Zhou and Heng Huang and Hongxia Jin}, title = {AlpaGasus: Training a Better Alpaca with Fewer Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenM24, author = {Yihang Chen and Lukas Mauch}, title = {Order-Preserving GFlowNets}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenMG0ZG24, author = {Jiacheng Chen and Zeyuan Ma and Hongshu Guo and Yining Ma and Jie Zhang and Yue{-}Jiao Gong}, title = {{SYMBOL:} Generating Flexible Black-Box Optimizers through Symbolic Equation Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenMWH0Z0T24, author = {Zhikai Chen and Haitao Mao and Hongzhi Wen and Haoyu Han and Wei Jin and Haiyang Zhang and Hui Liu and Jiliang Tang}, title = {Label-free Node Classification on Graphs with Large Language Models (LLMs)}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenN0XST24, author = {Yaofo Chen and Shuaicheng Niu and Yaowei Wang and Shoukai Xu and Hengjie Song and Mingkui Tan}, title = {Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenQTLL0J24, author = {Yukang Chen and Shengju Qian and Haotian Tang and Xin Lai and Zhijian Liu and Song Han and Jiaya Jia}, title = {LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenR0J000024, author = {Jianlang Chen and Xuhong Ren and Qing Guo and Felix Juefei{-}Xu and Di Lin and Wei Feng and Lei Ma and Jianjun Zhao}, title = {{LRR:} Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenS24, author = {Canyu Chen and Kai Shu}, title = {Can LLM-Generated Misinformation Be Detected?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenSCLS24, author = {Angelica Chen and Ravid Shwartz{-}Ziv and Kyunghyun Cho and Matthew L. Leavitt and Naomi Saphra}, title = {Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenSLHG24, author = {Zhenfang Chen and Rui Sun and Wenjun Liu and Yining Hong and Chuang Gan}, title = {{GENOME:} Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing Modules}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenSLS24, author = {Ziheng Chen and Yue Song and Yunmei Liu and Nicu Sebe}, title = {A Lie Group Approach to Riemannian Batch Normalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenSZ0YCYLHQQC24, author = {Weize Chen and Yusheng Su and Jingwei Zuo and Cheng Yang and Chenfei Yuan and Chi{-}Min Chan and Heyang Yu and Yaxi Lu and Yi{-}Hsin Hung and Chen Qian and Yujia Qin and Xin Cong and Ruobing Xie and Zhiyuan Liu and Maosong Sun and Jie Zhou}, title = {AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenT24, author = {Cheng Chen and Ivor W. Tsang}, title = {Self-Teaching Prompting for Multi-Intent Learning with Limited Supervision}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenW0LY0SOS24, author = {Zeren Chen and Ziqin Wang and Zhen Wang and Huayang Liu and Zhenfei Yin and Si Liu and Lu Sheng and Wanli Ouyang and Jing Shao}, title = {Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenWWH24, author = {Wuyang Chen and Junru Wu and Zhangyang Wang and Boris Hanin}, title = {Principled Architecture-aware Scaling of Hyperparameters}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenWYHHMXLHLYS24, author = {Kai Chen and Chunwei Wang and Kuo Yang and Jianhua Han and Lanqing Hong and Fei Mi and Hang Xu and Zhengying Liu and Wenyong Huang and Zhenguo Li and Dit{-}Yan Yeung and Lifeng Shang}, title = {Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenXCWHLY24, author = {Kai Chen and Enze Xie and Zhe Chen and Yibo Wang and Lanqing Hong and Zhenguo Li and Dit{-}Yan Yeung}, title = {GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenYGYXWK0LL24, author = {Junsong Chen and Jincheng Yu and Chongjian Ge and Lewei Yao and Enze Xie and Zhongdao Wang and James T. Kwok and Ping Luo and Huchuan Lu and Zhenguo Li}, title = {PixArt-{\(\alpha\)}: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenYVM24, author = {Haozhe Chen and Junfeng Yang and Carl Vondrick and Chengzhi Mao}, title = {INViTE: INterpret and Control Vision-Language Models with Text Explanations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenZ0QC24, author = {Yiyang Chen and Zhedong Zheng and Wei Ji and Leigang Qu and Tat{-}Seng Chua}, title = {Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenZ0SWW0G24, author = {Peng Chen and Yingying Zhang and Yunyao Cheng and Yang Shu and Yihang Wang and Qingsong Wen and Bin Yang and Chenjuan Guo}, title = {Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenZDY0024, author = {Huanran Chen and Yichi Zhang and Yinpeng Dong and Xiao Yang and Hang Su and Jun Zhu}, title = {Rethinking Model Ensemble in Transfer-based Adversarial Attacks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenZJDPLZZK024, author = {Aochuan Chen and Yimeng Zhang and Jinghan Jia and James Diffenderfer and Konstantinos Parasyris and Jiancheng Liu and Yihua Zhang and Zheng Zhang and Bhavya Kailkhura and Sijia Liu}, title = {DeepZero: Scaling Up Zeroth-Order Optimization for Deep Model Training}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenZW0DZ024, author = {Hong Chen and Yipeng Zhang and Simin Wu and Xin Wang and Xuguang Duan and Yuwei Zhou and Wenwu Zhu}, title = {DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenZY024, author = {Jingyan Chen and Guanghui Zhu and Chunfeng Yuan and Yihua Huang}, title = {Boosting Graph Anomaly Detection with Adaptive Message Passing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChenZZC24, author = {Jian Chen and Ruiyi Zhang and Yufan Zhou and Changyou Chen}, title = {Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Cheng024, author = {Junyan Cheng and Peter Chin}, title = {SocioDojo: Building Lifelong Analytical Agents with Real-world Text and Time Series}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Cheng024a, author = {Junyan Cheng and Peter Chin}, title = {Bridging Neural and Symbolic Representations with Transitional Dictionary Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Cheng0GC24, author = {Yixin Cheng and Grigorios Chrysos and Markos Georgopoulos and Volkan Cevher}, title = {Multilinear Operator Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengCJP24, author = {Hanni Cheng and Ya Cong and Weihao Jiang and Shiliang Pu}, title = {Learning to solve Class-Constrained Bin Packing Problems via Encoder-Decoder Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengHW24, author = {Daixuan Cheng and Shaohan Huang and Furu Wei}, title = {Adapting Large Language Models via Reading Comprehension}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengHWY24, author = {Ziheng Cheng and Xinmeng Huang and Pengfei Wu and Kun Yuan}, title = {Momentum Benefits Non-iid Federated Learning Simply and Provably}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengL0WWMWCC24, author = {Kai Cheng and Xiaoxiao Long and Wei Yin and Jin Wang and Zhiqiang Wu and Yuexin Ma and Kaixuan Wang and Xiaozhi Chen and Xuejin Chen}, title = {{UC-NERF:} Neural Radiance Field for Under-Calibrated Multi-View Cameras in Autonomous Driving}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengLL024, author = {An{-}Chieh Cheng and Xueting Li and Sifei Liu and Xiaolong Wang}, title = {{TUVF:} Learning Generalizable Texture {UV} Radiance Fields}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengWLS24, author = {Hao Cheng and Qingsong Wen and Yang Liu and Liang Sun}, title = {RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengWXZSH24, author = {Yuxiao Cheng and Ziqian Wang and Tingxiong Xiao and Qin Zhong and Jinli Suo and Kunlun He}, title = {CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengX024, author = {Jiaxin Cheng and Tianjun Xiao and Tong He}, title = {Consistent Video-to-Video Transfer Using Synthetic Dataset}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengXL0LL24, author = {Debo Cheng and Ziqi Xu and Jiuyong Li and Lin Liu and Jixue Liu and Thuc Duy Le}, title = {Conditional Instrumental Variable Regression with Representation Learning for Causal Inference}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChengYWL0Z024, author = {Xinhua Cheng and Tianyu Yang and Jianan Wang and Yu Li and Lei Zhang and Jian Zhang and Li Yuan}, title = {Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChhabraLM024, author = {Anshuman Chhabra and Peizhao Li and Prasant Mohapatra and Hongfu Liu}, title = {"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChiGZLYP024, author = {Zhixiang Chi and Li Gu and Tao Zhong and Huan Liu and Yuanhao Yu and Konstantinos N. Plataniotis and Yang Wang}, title = {Adapting to Distribution Shift by Visual Domain Prompt Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chidambaram024, author = {Muthu Chidambaram and Rong Ge}, title = {On the Limitations of Temperature Scaling for Distributions with Overlaps}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chijiwa24, author = {Daiki Chijiwa}, title = {Transferring Learning Trajectories of Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChlenskiTMP24, author = {Philippe Chlenski and Ethan Turok and Antonio Khalil Moretti and Itsik Pe'er}, title = {Fast Hyperboloid Decision Tree Algorithms}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoHCK24, author = {Yoonyoung Cho and Junhyek Han and Yoontae Cho and Beomjoon Kim}, title = {{CORN:} Contact-based Object Representation for Nonprehensile Manipulation of General Unseen Objects}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoKLSY24, author = {Seong Jin Cho and Gwangsu Kim and Junghyun Lee and Jinwoo Shin and Chang D. Yoo}, title = {Querying Easily Flip-flopped Samples for Deep Active Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoLKOJ24, author = {Hansam Cho and Jonghyun Lee and Seoung Bum Kim and Tae{-}Hyun Oh and Yonghyun Jeong}, title = {Noise Map Guidance: Inversion with Spatial Context for Real Image Editing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoYA24, author = {Junmo Cho and Jaesik Yoon and Sungjin Ahn}, title = {Spatially-Aware Transformers for Embodied Agents}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoiCK24, author = {Jaemoo Choi and Jaewoong Choi and Myungjoo Kang}, title = {Analyzing and Improving Optimal-Transport-based Adversarial Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoiJHOLLK24, author = {Suhwan Choi and Myeongho Jeon and Yeonjung Hwang and Jeonglyul Oh and Sungjun Lim and Joonseok Lee and Myungjoo Kang}, title = {Dictionary Contrastive Learning for Efficient Local Supervision without Auxiliary Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoiK24, author = {Juhwan Choi and YoungBin Kim}, title = {Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoiK24a, author = {Juhwan Choi and YoungBin Kim}, title = {Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoiL24, author = {MinGyu Choi and Changhee Lee}, title = {Conditional Information Bottleneck Approach for Time Series Imputation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoiLN024, author = {Moonseok Choi and Hyungi Lee and Giung Nam and Juho Lee}, title = {Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoiYO0J24, author = {Jaewoo Choi and Youngwoo Yoon and Hyobin Ong and Jaehong Kim and Minsu Jang}, title = {LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Choquette-ChooD24, author = {Christopher A. Choquette{-}Choo and Krishnamurthy Dj Dvijotham and Krishna Pillutla and Arun Ganesh and Thomas Steinke and Abhradeep Guha Thakurta}, title = {Correlated Noise Provably Beats Independent Noise for Differentially Private Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Choquette-ChooG24, author = {Christopher A. Choquette{-}Choo and Arun Ganesh and Thomas Steinke and Abhradeep Guha Thakurta}, title = {Privacy Amplification for Matrix Mechanisms}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChoukrounW24, author = {Yoni Choukroun and Lior Wolf}, title = {A Foundation Model for Error Correction Codes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chowdhury00KG24, author = {Animesh Basak Chowdhury and Marco Romanelli and Benjamin Tan and Ramesh Karri and Siddharth Garg}, title = {Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChowdhuryMBKD0C24, author = {Somnath Basu Roy Chowdhury and Nicholas Monath and Ahmad Beirami and Rahul Kidambi and Kumar Avinava Dubey and Amr Ahmed and Snigdha Chaturvedi}, title = {Enhancing Group Fairness in Online Settings Using Oblique Decision Forests}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChuLZYLLH24, author = {Xuangeng Chu and Yu Li and Ailing Zeng and Tianyu Yang and Lijian Lin and Yunfei Liu and Tatsuya Harada}, title = {GPAvatar: Generalizable and Precise Head Avatar from Image(s)}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChuTDDHV024, author = {Tianzhe Chu and Shengbang Tong and Tianjiao Ding and Xili Dai and Benjamin David Haeffele and Ren{\'{e}} Vidal and Yi Ma}, title = {Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChuangXLKGH24, author = {Yung{-}Sung Chuang and Yujia Xie and Hongyin Luo and Yoon Kim and James R. Glass and Pengcheng He}, title = {DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chun24, author = {Sanghyuk Chun}, title = {Improved Probabilistic Image-Text Representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Chung0Y24, author = {Hyungjin Chung and Suhyeon Lee and Jong Chul Ye}, title = {Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChungCYCKH24, author = {Ming{-}Yu Chung and Sheng{-}Yen Chou and Chia{-}Mu Yu and Pin{-}Yu Chen and Sy{-}Yen Kuo and Tsung{-}Yi Ho}, title = {Rethinking Backdoor Attacks on Dataset Distillation: {A} Kernel Method Perspective}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ChytasLS24, author = {Sotirios Panagiotis Chytas and Vishnu Suresh Lokhande and Vikas Singh}, title = {Pooling Image Datasets with Multiple Covariate Shift and Imbalance}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ClarkVSF24, author = {Kevin Clark and Paul Vicol and Kevin Swersky and David J. Fleet}, title = {Directly Fine-Tuning Diffusion Models on Differentiable Rewards}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CohenMBM24, author = {Noa Cohen and Hila Manor and Yuval Bahat and Tomer Michaeli}, title = {From Posterior Sampling to Meaningful Diversity in Image Restoration}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ColeL24, author = {Frank Cole and Yulong Lu}, title = {Score-based generative models break the curse of dimensionality in learning a family of sub-Gaussian distributions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CongXSCRXPR0024, author = {Yuren Cong and Mengmeng Xu and Christian Simon and Shoufa Chen and Jiawei Ren and Yanping Xie and Juan{-}Manuel P{\'{e}}rez{-}R{\'{u}}a and Bodo Rosenhahn and Tao Xiang and Sen He}, title = {{FLATTEN:} optical FLow-guided ATTENtion for consistent text-to-video editing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ContiC24, author = {Jean{-}R{\'{e}}my Conti and St{\'{e}}phan Cl{\'{e}}men{\c{c}}on}, title = {Assessing Uncertainty in Similarity Scoring: Performance {\&} Fairness in Face Recognition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CookeKZLTD24, author = {Lauren H. Cooke and Harvey Klyne and Edwin Zhang and Cassidy Laidlaw and Milind Tambe and Finale Doshi{-}Velez}, title = {Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CorradoH24, author = {Nicholas Corrado and Josiah P. Hanna}, title = {Understanding when Dynamics-Invariant Data Augmentations Benefit Model-free Reinforcement Learning Updates}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CorsoDPBJ24, author = {Gabriele Corso and Arthur Deng and Nicholas Polizzi and Regina Barzilay and Tommi S. Jaakkola}, title = {Deep Confident Steps to New Pockets: Strategies for Docking Generalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CorsoXBBJ24, author = {Gabriele Corso and Yilun Xu and Valentin De Bortoli and Regina Barzilay and Tommi S. Jaakkola}, title = {Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CosteAK024, author = {Thomas Coste and Usman Anwar and Robert Kirk and David Krueger}, title = {Reward Model Ensembles Help Mitigate Overoptimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CristianP24, author = {Rares Cristian and Georgia Perakis}, title = {A Discretization Framework for Robust Contextual Stochastic Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CruzH24, author = {Andr{\'{e}} F. Cruz and Moritz Hardt}, title = {Unprocessing Seven Years of Algorithmic Fairness}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CuiKVZ24, author = {Hugo Cui and Florent Krzakala and Eric Vanden{-}Eijnden and Lenka Zdeborov{\'{a}}}, title = {Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CuiSZL24, author = {Xiao Cui and Qi Sun and Wengang Zhou and Houqiang Li}, title = {Exploring {GPT-4} Vision for Text-to-Image Synthesis Evaluation}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CuiTN24, author = {Ruochen Cui and Yongding Tao and Mingjun Ni}, title = {A Novel Window-Interaction Module Based on {W-MSA}}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CuiWPLFZ024, author = {Sen Cui and Abudukelimu Wuerkaixi and Weishen Pan and Jian Liang and Lei Fang and Changshui Zhang and Fei Wang}, title = {{CLAP:} Collaborative Adaptation for Patchwork Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CuiZL24, author = {Xiao Cui and Wengang Zhou and Houqiang Li}, title = {Heredity-aware Child Face Image Generation with Latent Space Disentanglement}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/CundyE24, author = {Chris Cundy and Stefano Ermon}, title = {SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaemsOCB24, author = {Rembert Daems and Manfred Opper and Guillaume Crevecoeur and Tolga Birdal}, title = {Variational Inference for SDEs Driven by Fractional Noise}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaheimMPGK24, author = {Nico Daheim and Thomas M{\"{o}}llenhoff and Edoardo M. Ponti and Iryna Gurevych and Mohammad Emtiyaz Khan}, title = {Model Merging by Uncertainty-Based Gradient Matching}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Dai0LTLGZ24, author = {Zhenwei Dai and Chen Luo and Zhen Li and Xianfeng Tang and Hanqing Lu and Rahul Goutam and Haiyang Zhang}, title = {{RA-NER:} Retrieval augmented {NER} for knowledge intensive named entity recognition}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaiNLSS024, author = {Haoyue Dai and Ignavier Ng and Gongxu Luo and Peter Spirtes and Petar Stojanov and Kun Zhang}, title = {Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaiPSJXL0024, author = {Josef Dai and Xuehai Pan and Ruiyang Sun and Jiaming Ji and Xinbo Xu and Mickel Liu and Yizhou Wang and Yaodong Yang}, title = {Safe {RLHF:} Safe Reinforcement Learning from Human Feedback}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaiTG24, author = {Zhenwen Dai and Federico Tomasi and Sina Ghiassian}, title = {In-context Exploration-Exploitation for Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaiYY24, author = {Yijue Dai and Wenzhong Yan and Feng Yin}, title = {Graphical Multioutput Gaussian Process with Attention}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaiZLLY024, author = {Rong Dai and Yonggang Zhang and Ang Li and Tongliang Liu and Xun Yang and Bo Han}, title = {Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DaigavaneKGS24, author = {Ameya Daigavane and Song Kim and Mario Geiger and Tess E. Smidt}, title = {Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for 3D Molecule Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DalalCCS24, author = {Murtaza Dalal and Tarun Chiruvolu and Devendra Singh Chaplot and Ruslan Salakhutdinov}, title = {Plan-Seq-Learn: Language Model Guided {RL} for Solving Long Horizon Robotics Tasks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DangFZGSGLC00S24, author = {Ronghao Dang and Jiangyan Feng and Haodong Zhang and Chongjian Ge and Lin Song and Lijun Gong and Chengju Liu and Qijun Chen and Feng Zhu and Rui Zhao and Yibing Song}, title = {InstructDET: Diversifying Referring Object Detection with Generalized Instructions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Dao24, author = {Tri Dao}, title = {FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DarcetOMB24, author = {Timoth{\'{e}}e Darcet and Maxime Oquab and Julien Mairal and Piotr Bojanowski}, title = {Vision Transformers Need Registers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DarlowDHASJBS24, author = {Luke Nicholas Darlow and Qiwen Deng and Ahmed Hassan and Martin Asenov and Rajkarn Singh and Artjom Joosen and Adam Barker and Amos J. Storkey}, title = {{DAM:} Towards a Foundation Model for Forecasting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Datta0B24, author = {Gourav Datta and Zeyu Liu and Peter Anthony Beerel}, title = {Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DavidsonVK024, author = {Tim R. Davidson and Veniamin Veselovsky and Michal Kosinski and Robert West}, title = {Evaluating Language Model Agency Through Negotiations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DebBZH024, author = {Rohan Deb and Yikun Ban and Shiliang Zuo and Jingrui He and Arindam Banerjee}, title = {Contextual Bandits with Online Neural Regression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DedicBPH24, author = {Marek Dedic and Luk{\'{a}}s Bajer and Pavel Proch{\'{a}}zka and Martin Holena}, title = {Balancing performance and complexity with adaptive graph coarsening}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DehdashtianWB24, author = {Sepehr Dehdashtian and Lan Wang and Vishnu Boddeti}, title = {FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Dekoninck0BV24, author = {Jasper Dekoninck and Marc Fischer and Luca Beurer{-}Kellner and Martin T. Vechev}, title = {Controlled Text Generation via Language Model Arithmetic}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DelattreABA24, author = {Blaise Delattre and Alexandre Araujo and Quentin Barth{\'{e}}lemy and Alexandre Allauzen}, title = {The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DeletangRDCGMGW24, author = {Gr{\'{e}}goire Del{\'{e}}tang and Anian Ruoss and Paul{-}Ambroise Duquenne and Elliot Catt and Tim Genewein and Christopher Mattern and Jordi Grau{-}Moya and Li Kevin Wenliang and Matthew Aitchison and Laurent Orseau and Marcus Hutter and Joel Veness}, title = {Language Modeling Is Compression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DelfosseSM0K24, author = {Quentin Delfosse and Patrick Schramowski and Martin Mundt and Alejandro Molina and Kristian Kersting}, title = {Adaptive Rational Activations to Boost Deep Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Deng00CJP24, author = {Haoran Deng and Yang Yang and Jiahe Li and Cheng Chen and Weihao Jiang and Shiliang Pu}, title = {Fast Updating Truncated {SVD} for Representation Learning with Sparse Matrices}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DengCL24, author = {Zhiwei Deng and Ting Chen and Yang Li}, title = {Perceptual Group Tokenizer: Building Perception with Iterative Grouping}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DengYZ24, author = {Chenhui Deng and Zichao Yue and Zhiru Zhang}, title = {Polynormer: Polynomial-Expressive Graph Transformer in Linear Time}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DesaiS24, author = {Aditya Desai and Anshumali Shrivastava}, title = {In defense of parameter sharing for model-compression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DettmersSEKFABH24, author = {Tim Dettmers and Ruslan Svirschevski and Vage Egiazarian and Denis Kuznedelev and Elias Frantar and Saleh Ashkboos and Alexander Borzunov and Torsten Hoefler and Dan Alistarh}, title = {SpQR: {A} Sparse-Quantized Representation for Near-Lossless {LLM} Weight Compression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DexterOKGAK24, author = {Gregory Dexter and Borja Ocejo and S. Sathiya Keerthi and Aman Gupta and Ayan Acharya and Rajiv Khanna}, title = {A Precise Characterization of {SGD} Stability Using Loss Surface Geometry}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DhakeA24, author = {Hruturaj Dhake and Akshay Agarwal}, title = {On the Robustness of Drug Abuse Face Classification}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Di0WZFG24, author = {Qiwei Di and Tao Jin and Yue Wu and Heyang Zhao and Farzad Farnoud and Quanquan Gu}, title = {Variance-aware Regret Bounds for Stochastic Contextual Dueling Bandits}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DiZHG24, author = {Qiwei Di and Heyang Zhao and Jiafan He and Quanquan Gu}, title = {Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DidolkarGB24, author = {Aniket Rajiv Didolkar and Anirudh Goyal and Yoshua Bengio}, title = {Cycle Consistency Driven Object Discovery}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DileoZ24, author = {Manuel Dileo and Matteo Zignani}, title = {Can Graph Neural Networks learn node-level structural features?}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Dimitrakopoulos24, author = {Panagiotis Dimitrakopoulos and Giorgos Sfikas and Christophoros Nikou}, title = {Implicit Neural Representation Inference for Low-Dimensional Bayesian Deep Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Ding024, author = {Zihan Ding and Chi Jin}, title = {Consistency Models as a Rich and Efficient Policy Class for Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DingAXSH24, author = {Mucong Ding and Bang An and Yuancheng Xu and Anirudh Satheesh and Furong Huang}, title = {{SAFLEX:} Self-Adaptive Augmentation via Feature Label Extrapolation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DingM0SMRLA24, author = {Dujian Ding and Ankur Mallick and Chi Wang and Robert Sim and Subhabrata Mukherjee and Victor R{\"{u}}hle and Laks V. S. Lakshmanan and Ahmed Hassan Awadallah}, title = {Hybrid {LLM:} Cost-Efficient and Quality-Aware Query Routing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DingZ0T24, author = {Zheng Ding and Mengqi Zhang and Jiajun Wu and Zhuowen Tu}, title = {Patched Denoising Diffusion Models For High-Resolution Image Synthesis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Dong0024, author = {Xiangyu Dong and Xingyi Zhang and Sibo Wang}, title = {Rayleigh Quotient Graph Neural Networks for Graph-level Anomaly Detection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongG0Y024, author = {Yuxin Dong and Tieliang Gong and Hong Chen and Shujian Yu and Chen Li}, title = {Rethinking Information-theoretic Generalization: Loss Entropy Induced {PAC} Bounds}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongH00KZF0WCYB24, author = {Qianqian Dong and Zhiying Huang and Qi Tian and Chen Xu and Tom Ko and Yunlong Zhao and Siyuan Feng and Tang Li and Kexin Wang and Xuxin Cheng and Fengpeng Yue and Ye Bai and Xi Chen and Lu Lu and Zejun Ma and Yuping Wang and Mingxuan Wang and Yuxuan Wang}, title = {PolyVoice: Language Models for Speech to Speech Translation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongHNSZJLS024, author = {Xinshuai Dong and Biwei Huang and Ignavier Ng and Xiangchen Song and Yujia Zheng and Songyao Jin and Roberto Legaspi and Peter Spirtes and Kun Zhang}, title = {A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongHPQGYZSZWK024, author = {Runpei Dong and Chunrui Han and Yuang Peng and Zekun Qi and Zheng Ge and Jinrong Yang and Liang Zhao and Jianjian Sun and Hongyu Zhou and Haoran Wei and Xiangwen Kong and Xiangyu Zhang and Kaisheng Ma and Li Yi}, title = {DreamLLM: Synergistic Multimodal Comprehension and Creation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongL0S0024, author = {Chengyu Dong and Liyuan Liu and Hao Cheng and Jingbo Shang and Jianfeng Gao and Xiaodong Liu}, title = {Fast-ELECTRA for Efficient Pre-training}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongLS24, author = {Chengyu Dong and Liyuan Liu and Jingbo Shang}, title = {Toward Student-oriented Teacher Network Training for Knowledge Distillation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongYHNM0HLFH24, author = {Zibin Dong and Yifu Yuan and Jianye Hao and Fei Ni and Yao Mu and Yan Zheng and Yujing Hu and Tangjie Lv and Changjie Fan and Zhipeng Hu}, title = {AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongZPPCZL024, author = {Zehao Dong and Muhan Zhang and Philip R. O. Payne and Michael A. Province and Carlos Cruchaga and Tianyu Zhao and Fuhai Li and Yixin Chen}, title = {Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DongZZ24, author = {Heng Dong and Junyu Zhang and Chongjie Zhang}, title = {Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DoshiDHG24, author = {Darshil Doshi and Aritra Das and Tianyu He and Andrey Gromov}, title = {To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DotzelKDAZ24, author = {Jordan Dotzel and Bahaa Kotb and James Dotzel and Mohamed S. Abdelfattah and Zhiru Zhang}, title = {Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DouS24, author = {Zehao Dou and Yang Song}, title = {Diffusion Posterior Sampling for Linear Inverse Problem Solving: {A} Filtering Perspective}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Du0024, author = {Tianqi Du and Yifei Wang and Yisen Wang}, title = {On the Role of Discrete Tokenization in Visual Representation Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Du0C24, author = {Yihan Du and R. Srikant and Wei Chen}, title = {Cascading Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Du0D024, author = {Xuefeng Du and Zhen Fang and Ilias Diakonikolas and Yixuan Li}, title = {How Does Unlabeled Data Provably Help Out-of-Distribution Detection?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Du0ZHL24, author = {Yongchao Du and Min Wang and Wengang Zhou and Shuping Hui and Houqiang Li}, title = {Image2Sentence based Asymmetrical Zero-shot Composed Image Retrieval}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuCK24, author = {Yiheng Du and Nithin Chalapathi and Aditi S. Krishnapriyan}, title = {Neural Spectral Methods: Self-supervised learning in the spectral domain}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuM024, author = {Tianyu Du and Luca Melis and Ting Wang}, title = {ReMasker: Imputing Tabular Data with Masked Autoencoding}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuSell024, author = {Brian DuSell and David Chiang}, title = {Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuXTQ24, author = {Zhicheng Du and Zhaotian Xie and Yan Tong and Peiwu Qin}, title = {{LAMPER:} LanguAge Model and Prompt EngineeRing for zero-shot time series classification}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuXYZQ24, author = {Zhicheng Du and Zhaotian Xie and Huazhang Ying and Likun Zhang and Peiwu Qin}, title = {Cognitive resilience: Unraveling the proficiency of image-captioning models to interpret masked visual content}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuYFXWISYATKZT24, author = {Yilun Du and Sherry Yang and Pete Florence and Fei Xia and Ayzaan Wahid and Brian Ichter and Pierre Sermanet and Tianhe Yu and Pieter Abbeel and Joshua B. Tenenbaum and Leslie Pack Kaelbling and Andy Zeng and Jonathan Tompson}, title = {Video Language Planning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuanY0L0G24, author = {Shitong Duan and Xiaoyuan Yi and Peng Zhang and Tun Lu and Xing Xie and Ning Gu}, title = {Denevil: towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DumouchelleJKK24, author = {Justin Dumouchelle and Esther Julien and Jannis Kurtz and Elias Boutros Khalil}, title = {Neur2RO: Neural Two-Stage Robust Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuttBTH24, author = {Raman Dutt and Ondrej Bohdal and Sotirios A. Tsaftaris and Timothy M. Hospedales}, title = {FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuttaCD24, author = {Debanjan Dutta and Anish Chakrabarty and Swagatam Das}, title = {Lost in Translation: GANs' Inability to Generate Simple Probability Distributions}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DuvvuriDAHD24, author = {Sai Surya Duvvuri and Devvrit and Rohan Anil and Cho{-}Jui Hsieh and Inderjit S. Dhillon}, title = {Combining Axes Preconditioners through Kronecker Approximation for Deep Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/DyballaLHYZ24, author = {Luciano Dyballa and Samuel Lang and Alexandra Haslund{-}Gourley and Eviatar Yemini and Steven W. Zucker}, title = {Learning dynamic representations of the functional connectome in neurobiological networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EarlyCCXKT24, author = {Joseph Early and Gavin K. C. Cheung and Kurt Cutajar and Hanting Xie and Jas Kandola and Niall Twomey}, title = {Inherently Interpretable Time Series Classification via Multiple Instance Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EftekharZDFKK24, author = {Ainaz Eftekhar and Kuo{-}Hao Zeng and Jiafei Duan and Ali Farhadi and Aniruddha Kembhavi and Ranjay Krishna}, title = {Selective Visual Representations Improve Convergence and Generalization for Embodied {AI}}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Eisner0DVSH24, author = {Ben Eisner and Yi Yang and Todor Davchev and Mel Vecer{\'{\i}}k and Jonathan Scholz and David Held}, title = {Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EivaziWR24, author = {Hamidreza Eivazi and Stefan H. A. Wittek and Andreas Rausch}, title = {Nonlinear model reduction for operator learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ElazarBMRSSWGS024, author = {Yanai Elazar and Akshita Bhagia and Ian Magnusson and Abhilasha Ravichander and Dustin Schwenk and Alane Suhr and Evan Pete Walsh and Dirk Groeneveld and Luca Soldaini and Sameer Singh and Hannaneh Hajishirzi and Noah A. Smith and Jesse Dodge}, title = {What's In My Big Data?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ElenterCR24, author = {Juan Elenter and Luiz F. O. Chamon and Alejandro Ribeiro}, title = {Near-Optimal Solutions of Constrained Learning Problems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ElhagWS024, author = {Ahmed A. A. Elhag and Yuyang Wang and Joshua M. Susskind and Miguel {\'{A}}ngel Bautista}, title = {Manifold Diffusion Fields}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EngelWFDCSC24, author = {Andrew Engel and Zhichao Wang and Natalie Frank and Ioana Dumitriu and Sutanay Choudhury and Anand D. Sarwate and Tony Chiang}, title = {Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EngelmannMNTT24, author = {Francis Engelmann and Fabian Manhardt and Michael Niemeyer and Keisuke Tateno and Federico Tombari}, title = {OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EnglessonA24, author = {Erik Englesson and Hossein Azizpour}, title = {Robust Classification via Regression for Learning with Noisy Labels}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EnglishKL24, author = {Eshant English and Matthias Kirchler and Christoph Lippert}, title = {Kernelised Normalising Flows}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ErricaN24, author = {Federico Errica and Mathias Niepert}, title = {Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EsfandiarpoorB24, author = {Reza Esfandiarpoor and Stephen H. Bach}, title = {Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EustratiadisD0H24, author = {Panagiotis Eustratiadis and Lukasz Dudziak and Da Li and Timothy M. Hospedales}, title = {Neural Fine-Tuning Search for Few-Shot Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EveraertP24, author = {Dante Everaert and Christopher Potts}, title = {{GIO:} Gradient Information Optimization for Training Dataset Selection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/EyringKUPKAT24, author = {Luca Eyring and Dominik Klein and Th{\'{e}}o Uscidda and Giovanni Palla and Niki Kilbertus and Zeynep Akata and Fabian J. Theis}, title = {Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fabian0K24, author = {Christian Fabian and Kai Cui and Heinz Koeppl}, title = {Learning Mean Field Games on Sparse Graphs: {A} Hybrid Graphex Approach}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FaizKWOS0024, author = {Ahmad Faiz and Sotaro Kaneda and Ruhan Wang and Rita Chukwunyere Osi and Prateek Sharma and Fan Chen and Lei Jiang}, title = {LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fakoor0LCS24, author = {Rasool Fakoor and Jonas Mueller and Zachary Chase Lipton and Pratik Chaudhari and Alex Smola}, title = {Time-Varying Propensity Score to Bridge the Gap between the Past and Present}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FaletLM0SZLB24, author = {Jean{-}Pierre Falet and Hae Beom Lee and Nikolay Malkin and Chen Sun and Dragos Secrieru and Dinghuai Zhang and Guillaume Lajoie and Yoshua Bengio}, title = {Delta-AI: Local objectives for amortized inference in sparse graphical models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FanFWZPFZ24, author = {Zhenan Fan and Huang Fang and Xinglu Wang and Zirui Zhou and Jian Pei and Michael P. Friedlander and Yong Zhang}, title = {Fair and Efficient Contribution Valuation for Vertical Federated Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FanLC24, author = {Yifeng Fan and Yongqiang Li and Bo Chen}, title = {Weaker {MVI} Condition: Extragradient Methods with Multi-Step Exploration}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FanLZ0W024, author = {Chongyu Fan and Jiancheng Liu and Yihua Zhang and Eric Wong and Dennis Wei and Sijia Liu}, title = {SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FanW0HL024, author = {Xinyao Fan and Yueying Wu and Chang Xu and Yuhao Huang and Weiqing Liu and Jiang Bian}, title = {{MG-TSD:} Multi-Granularity Time Series Diffusion Models with Guided Learning Process}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FanW0L0GL24, author = {Tianyu Fan and Lirong Wu and Yufei Huang and Haitao Lin and Cheng Tan and Zhangyang Gao and Stan Z. Li}, title = {Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fang00GFC24, author = {Yin Fang and Ningyu Zhang and Zhuo Chen and Lingbing Guo and Xiaohui Fan and Huajun Chen}, title = {Domain-Agnostic Molecular Generation with Chemical Feedback}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fang00LKZ24, author = {Shikai Fang and Xin Yu and Zheng Wang and Shibo Li and Mike Kirby and Shandian Zhe}, title = {Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fang0SW24, author = {Xianghong Fang and Jian Li and Qiang Sun and Benyou Wang}, title = {Rethinking the Uniformity Metric in Self-Supervised Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FangBS24, author = {Zhenghan Fang and Sam Buchanan and Jeremias Sulam}, title = {What's in a Prior? Learned Proximal Networks for Inverse Problems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FangCLLKZ24, author = {Shikai Fang and Madison Cooley and Da Long and Shibo Li and Mike Kirby and Shandian Zhe}, title = {Solving High Frequency and Multi-Scale PDEs with Gaussian Processes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FangHWG24, author = {Guangchi Fang and Qingyong Hu and Longguang Wang and Yulan Guo}, title = {{ACRF:} Compressing Explicit Neural Radiance Fields via Attribute Compression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FangJJSTS24, author = {Alex Fang and Albin Madappally Jose and Amit Jain and Ludwig Schmidt and Alexander T. Toshev and Vaishaal Shankar}, title = {Data Filtering Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FangL0LH0FC24, author = {Yin Fang and Xiaozhuan Liang and Ningyu Zhang and Kangwei Liu and Rui Huang and Zhuo Chen and Xiaohui Fan and Huajun Chen}, title = {Mol-Instructions: {A} Large-Scale Biomolecular Instruction Dataset for Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FangL24, author = {Yaxin Fang and Faming Liang}, title = {Causal-StoNet: Causal Inference for High-Dimensional Complex Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FangS24, author = {Ching Fang and Kim Stachenfeld}, title = {Predictive auxiliary objectives in deep {RL} mimic learning in the brain}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FarinhasZUM24, author = {Ant{\'{o}}nio Farinhas and Chrysoula Zerva and Dennis Ulmer and Andr{\'{e}} F. T. Martins}, title = {Non-Exchangeable Conformal Risk Control}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Farwah0T24, author = {Harman Singh Farwah and Gagandeep Singh and Cheng Tan}, title = {Exploiting Time Channel Vulnerability of Learned Bloom Filters}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FatemiG24, author = {Mehdi Fatemi and Sindhu C. M. Gowda}, title = {A Dynamical View of the Question of Why}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FatemiHP24, author = {Bahare Fatemi and Jonathan Halcrow and Bryan Perozzi}, title = {Talk like a Graph: Encoding Graphs for Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FathiGPKBG24, author = {Mahan Fathi and Clement Gehring and Jonathan Pilault and David Kanaa and Pierre{-}Luc Bacon and Ross Goroshin}, title = {Course Correcting Koopman Representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FedericiFTV24, author = {Marco Federici and Patrick Forr{\'{e}} and Ryota Tomioka and Bastiaan S. Veeling}, title = {Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FeliceCZGA24, author = {Giovanni de Felice and Andrea Cini and Daniele Zambon and Vladimir V. Gusev and Cesare Alippi}, title = {Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengCWXZ24, author = {Yuan Feng and Yukun Cao and Hairu Wang and Xike Xie and S. Kevin Zhou}, title = {Mayfly: a Neural Data Structure for Graph Stream Summarization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengLJML24, author = {Shikun Feng and Minghao Li and Yinjun Jia and Wei{-}Ying Ma and Yanyan Lan}, title = {Protein-ligand binding representation learning from fine-grained interactions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengLY024, author = {Yifan Feng and Yihe Luo and Shihui Ying and Yue Gao}, title = {LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengS24, author = {Jiahai Feng and Jacob Steinhardt}, title = {How do Language Models Bind Entities in Context?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengSBBHT24, author = {Shangbin Feng and Weijia Shi and Yuyang Bai and Vidhisha Balachandran and Tianxing He and Yulia Tsvetkov}, title = {Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengTHBA24, author = {Leo Feng and Frederick Tung and Hossein Hajimirsadeghi and Yoshua Bengio and Mohamed Osama Ahmed}, title = {Tree Cross Attention}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengVK24, author = {Yunzhen Feng and Shanmukha Ramakrishna Vedantam and Julia Kempe}, title = {Embarrassingly Simple Dataset Distillation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FengZZQM24, author = {Zijian Feng and Hanzhang Zhou and Zixiao Zhu and Junlang Qian and Kezhi Mao}, title = {Unveiling and Manipulating Prompt Influence in Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fernandez-de-Cossio-Diaz24, author = {Jorge Fernandez{-}de{-}Coss{\'{\i}}o{-}Diaz and Cl{\'{e}}ment Roussel and Simona Cocco and R{\'{e}}mi Monasson}, title = {Accelerated Sampling with Stacked Restricted Boltzmann Machines}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fesser024, author = {Lukas Fesser and Melanie Weber}, title = {Effective Structural Encodings via Local Curvature Profiles}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FiftyDJALRT24, author = {Christopher Fifty and Dennis Duan and Ronald G. Junkins and Ehsan Amid and Jure Leskovec and Christopher R{\'{e}} and Sebastian Thrun}, title = {Context-Aware Meta-Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FinkelsteinF24, author = {Mara Finkelstein and Markus Freitag}, title = {{MBR} and {QE} Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FinlaysonHKSS24, author = {Matthew Finlayson and John Hewitt and Alexander Koller and Swabha Swayamdipta and Ashish Sabharwal}, title = {Closing the Curious Case of Neural Text Degeneration}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FisherMP24, author = {Quinn LeBlanc Fisher and Haoming Meng and Vardan Papyan}, title = {Pushing Boundaries: Mixup's Influence on Neural Collapse}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FleissnerVG24, author = {Maximilian Fleissner and Leena Chennuru Vankadara and Debarghya Ghoshdastidar}, title = {Explaining Kernel Clustering via Decision Trees}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FosterSB24, author = {Jack Foster and Stefan Schoepf and Alexandra Brintrup}, title = {Loss-Free Machine Unlearning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FourkiotiVB24, author = {Olga Fourkioti and Mat De Vries and Chris Bakal}, title = {{CAMIL:} Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FraikinBA24, author = {Archibald Fraikin and Adrien Bennetot and St{\'{e}}phanie Allassonni{\`{e}}re}, title = {T-Rep: Representation Learning for Time Series using Time-Embeddings}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FrantarRHAE24, author = {Elias Frantar and Carlos Riquelme Ruiz and Neil Houlsby and Dan Alistarh and Utku Evci}, title = {Scaling Laws for Sparsely-Connected Foundation Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FrantzenS24, author = {Florian Frantzen and Michael T. Schaub}, title = {Learning From Simplicial Data Based on Random Walks and 1D Convolutions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FranzeseBM24, author = {Giulio Franzese and Mustapha Bounoua and Pietro Michiardi}, title = {{MINDE:} Mutual Information Neural Diffusion Estimation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FranzmeyerE0FH24, author = {Tim Franzmeyer and Edith Elkind and Philip Torr and Jakob Nicolaus Foerster and Jo{\~{a}}o F. Henriques}, title = {Select to Perfect: Imitating desired behavior from large multi-agent data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FranzmeyerMHF0B24, author = {Tim Franzmeyer and Stephen Marcus McAleer and Jo{\~{a}}o F. Henriques and Jakob Nicolaus Foerster and Philip Torr and Adel Bibi and Christian Schr{\"{o}}der de Witt}, title = {Illusory Attacks: Information-theoretic detectability matters in adversarial attacks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FrauenICMFS24, author = {Dennis Frauen and Fergus Imrie and Alicia Curth and Valentyn Melnychuk and Stefan Feuerriegel and Mihaela van der Schaar}, title = {A Neural Framework for Generalized Causal Sensitivity Analysis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FreyBZKLHWRBCLG24, author = {Nathan C. Frey and Daniel Berenberg and Karina Zadorozhny and Joseph Kleinhenz and Julien Lafrance{-}Vanasse and Isidro H{\"{o}}tzel and Yan Wu and Stephen Ra and Richard Bonneau and Kyunghyun Cho and Andreas Loukas and Vladimir Gligorijevic and Saeed Saremi}, title = {Protein Discovery with Discrete Walk-Jump Sampling}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FriederOBL24, author = {Simon Frieder and Mirek Ols{\'{a}}k and Julius Berner and Thomas Lukasiewicz}, title = {The {IMO} Small Challenge: Not-Too-Hard Olympiad Math Datasets for LLMs}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FriederPL24, author = {Simon Frieder and Luca Pinchetti and Thomas Lukasiewicz}, title = {Bad Predictive Coding Activation Functions}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Fu024, author = {Shaopeng Fu and Di Wang}, title = {Theoretical Analysis of Robust Overfitting for Wide DNNs: An {NTK} Approach}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuH0T24, author = {Shi Fu and Fengxiang He and Xinmei Tian and Dacheng Tao}, title = {Convergence of Bayesian Bilevel Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuH0W24, author = {Szu{-}Wei Fu and Kuo{-}Hsuan Hung and Yu Tsao and Yu{-}Chiang Frank Wang}, title = {Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuHBFZF24, author = {Stephanie Fu and Mark Hamilton and Laura E. Brandt and Axel Feldmann and Zhoutong Zhang and William T. Freeman}, title = {FeatUp: {A} Model-Agnostic Framework for Features at Any Resolution}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuHDWYG24, author = {Tsu{-}Jui Fu and Wenze Hu and Xianzhi Du and William Yang Wang and Yinfei Yang and Zhe Gan}, title = {Guiding Instruction-based Image Editing via Multimodal Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuHXFZSWMHL24, author = {Dongqi Fu and Zhigang Hua and Yan Xie and Jin Fang and Si Zhang and Kaan Sancak and Hao Wu and Andrey Malevich and Jingrui He and Bo Long}, title = {VCR-Graphormer: {A} Mini-batch Graph Transformer via Virtual Connections}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuKNR24, author = {Daniel Y. Fu and Hermann Kumbong and Eric Nguyen and Christopher R{\'{e}}}, title = {FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuL0H0024, author = {Tingchen Fu and Lemao Liu and Deng Cai and Guoping Huang and Shuming Shi and Rui Yan}, title = {The Reasonableness Behind Unreasonable Translation Capability of Large Language Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuMLKK0L24, author = {Yang Fu and Shalini De Mello and Xueting Li and Amey Kulkarni and Jan Kautz and Xiaolong Wang and Sifei Liu}, title = {3D Reconstruction with Generalizable Neural Fields using Scene Priors}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FuWH024, author = {Shuai Fu and Xiequn Wang and Qiushi Huang and Yu Zhang}, title = {Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Furusawa24, author = {Takuya Furusawa}, title = {Mean Field Theory in Deep Metric Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/FurutaLNMFGG24, author = {Hiroki Furuta and Kuang{-}Huei Lee and Ofir Nachum and Yutaka Matsuo and Aleksandra Faust and Shixiang Shane Gu and Izzeddin Gur}, title = {Multimodal Web Navigation with Instruction-Finetuned Foundation Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GadgilCL24, author = {Soham Gadgil and Ian Connick Covert and Su{-}In Lee}, title = {Estimating Conditional Mutual Information for Dynamic Feature Selection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GadhikarB24, author = {Advait Harshal Gadhikar and Rebekka Burkholz}, title = {Masks, Signs, And Learning Rate Rewinding}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Gallego24, author = {V{\'{\i}}ctor Gallego}, title = {Distilled Self-Critique of LLMs with Synthetic Data: a Bayesian Perspective}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GanPSPA24, author = {Yulu Gan and Sungwoo Park and Alexander Schubert and Anthony Philippakis and Ahmed M. Alaa}, title = {InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GanYH0Z24, author = {Chen Gan and Zihao Yin and Kelei He and Yang Gao and Junfeng Zhang}, title = {Diving Segmentation Model into Pixels}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GandelsmanES24, author = {Yossi Gandelsman and Alexei A. Efros and Jacob Steinhardt}, title = {Interpreting CLIP's Image Representation via Text-Based Decomposition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaneevaKKST24, author = {Veronika Ganeeva and Kuzma Khrabrov and Artur Kadurin and Andrey V. Savchenko and Elena Tutubalina}, title = {Chemical Language Models Have Problems with Chemistry: {A} Case Study on Molecule Captioning Task}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaniBN0W24, author = {Hanan Gani and Shariq Farooq Bhat and Muzammal Naseer and Salman Khan and Peter Wonka}, title = {{LLM} Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Gao0CZXLL24, author = {Zhangyang Gao and Cheng Tan and Xingran Chen and Yijie Zhang and Jun Xia and Siyuan Li and Stan Z. Li}, title = {KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Gao0SZPCW24, author = {Zhongpai Gao and Huayi Zhou and Abhishek Sharma and Meng Zheng and Benjamin Planche and Terrence Chen and Ziyan Wu}, title = {PBADet: {A} One-Stage Anchor-Free Approach for Part-Body Association}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoBGX00024, author = {Kuofeng Gao and Yang Bai and Jindong Gu and Shu{-}Tao Xia and Philip Torr and Zhifeng Li and Wei Liu}, title = {Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoBHG24, author = {Erdun Gao and Howard D. Bondell and Wei Huang and Mingming Gong}, title = {A Variational Framework for Estimating Continuous Treatment Effects with Measurement Error}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoFYZZZL24, author = {Ziqi Gao and Tao Feng and Jiaxuan You and Chenyi Zi and Yan Zhou and Chen Zhang and Jia Li}, title = {Deep Reinforcement Learning for Modelling Protein Complexes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoG0JPC24, author = {Ge Gao and Qitong Gao and Xi Yang and Song Ju and Miroslav Pajic and Min Chi}, title = {On Trajectory Augmentations for Off-Policy Evaluation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoIS24, author = {Yuan Gao and Rustem Islamov and Sebastian U. Stich}, title = {EControl: Fast Distributed Optimization with Compression and Error Control}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoJMNMML24, author = {Bowen Gao and Yinjun Jia and Yuanle Mo and Yuyan Ni and Wei{-}Ying Ma and Zhi{-}Ming Ma and Yanyan Lan}, title = {Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoQ0W24, author = {Yeqi Gao and Lianke Qin and Zhao Song and Yitan Wang}, title = {A Sublinear Adversarial Training Algorithm}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoSLL0024, author = {Ziqi Gao and Xiangguo Sun and Zijing Liu and Yu Li and Hong Cheng and Jia Li}, title = {Protein Multimer Structure Prediction via Prompt Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GaoT0S24, author = {Ziteng Gao and Zhan Tong and Limin Wang and Mike Zheng Shou}, title = {SparseFormer: Sparse Visual Recognition via Limited Latent Tokens}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Garg24, author = {Aryan Garg}, title = {Parameter and Data Efficient Spectral Style-DCGAN}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GargFPVMTSF24, author = {Saurabh Garg and Mehrdad Farajtabar and Hadi Pouransari and Raviteja Vemulapalli and Sachin Mehta and Oncel Tuzel and Vaishaal Shankar and Fartash Faghri}, title = {TiC-CLIP: Continual Training of {CLIP} Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GargR24, author = {Aryan Garg and Renu Rameshan}, title = {G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GarimellaPWW24, author = {Manju Garimella and Denizhan Pak and Justin N. Wood and Samantha Marie Waters Wood}, title = {A Newborn Embodied Turing Test for Comparing Object Segmentation Across Animals and Machines}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GarovD0V24, author = {Kostadin Garov and Dimitar Iliev Dimitrov and Nikola Jovanovic and Martin T. Vechev}, title = {Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GastparNSW24, author = {Michael Gastpar and Ido Nachum and Jonathan Shafer and Thomas Weinberger}, title = {Fantastic Generalization Measures are Nowhere to be Found}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GatCFCSR24, author = {Yair Ori Gat and Nitay Calderon and Amir Feder and Alexander Chapanin and Amit Sharma and Roi Reichart}, title = {Faithful Explanations of Black-box {NLP} Models Using LLM-generated Counterfactuals}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Ge0LZ0024, author = {Suyu Ge and Yunan Zhang and Liyuan Liu and Minjia Zhang and Jiawei Han and Jianfeng Gao}, title = {Model Tells You What to Discard: Adaptive {KV} Cache Compression for LLMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GeTF024, author = {Jiawei Ge and Shange Tang and Jianqing Fan and Chi Jin}, title = {On the Provable Advantage of Unsupervised Pretraining}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GeTFM024, author = {Jiawei Ge and Shange Tang and Jianqing Fan and Cong Ma and Chi Jin}, title = {Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GeZZGLWS24, author = {Yuying Ge and Sijie Zhao and Ziyun Zeng and Yixiao Ge and Chen Li and Xintao Wang and Ying Shan}, title = {Making LLaMA {SEE} and Draw with {SEED} Tokenizer}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GeadahLP24, author = {Victor Geadah and International Brain Laboratory and Jonathan W. Pillow}, title = {Parsing neural dynamics with infinite recurrent switching linear dynamical systems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GedaZ24, author = {Srilekha Geda and Chunjiang Zhu}, title = {Density-Preserving Heterogeneous Graph Sparsification for Representation Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GempMP24, author = {Ian Gemp and Luke Marris and Georgios Piliouras}, title = {Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GengO24, author = {Daniel Geng and Andrew Owens}, title = {Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GengPKC24, author = {Sinong Geng and Aldo Pacchiano and Andrey Kolobov and Ching{-}An Cheng}, title = {Improving Offline {RL} by Blending Heuristics}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GerritzDZ24, author = {Evan Gerritz and Luciano Dyballa and Steven W. Zucker}, title = {Zero-shot generalization across architectures for visual classification}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GeyerBBD24, author = {Michal Geyer and Omer Bar{-}Tal and Shai Bagon and Tali Dekel}, title = {TokenFlow: Consistent Diffusion Features for Consistent Video Editing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GhaffariSSWBS24, author = {Saba Ghaffari and Ehsan Saleh and Alexander G. Schwing and Yu{-}Xiong Wang and Martin D. Burke and Saurabh Sinha}, title = {Robust Model-Based Optimization for Challenging Fitness Landscapes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GhazanfariAKKG24, author = {Sara Ghazanfari and Alexandre Araujo and Prashanth Krishnamurthy and Farshad Khorrami and Siddharth Garg}, title = {LipSim: {A} Provably Robust Perceptual Similarity Metric}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GhaziHK0MZ24, author = {Badih Ghazi and Yangsibo Huang and Pritish Kamath and Ravi Kumar and Pasin Manurangsi and Chiyuan Zhang}, title = {LabelDP-Pro: Learning with Label Differential Privacy via Projections}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GhoshSKTESSNDM24, author = {Sreyan Ghosh and Ashish Seth and Sonal Kumar and Utkarsh Tyagi and Chandra Kiran Reddy Evuru and Ramaneswaran S. and Sakshi Singh and Oriol Nieto and Ramani Duraiswami and Dinesh Manocha}, title = {CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GhugareGBE24, author = {Raj Ghugare and Matthieu Geist and Glen Berseth and Benjamin Eysenbach}, title = {Closing the Gap between {TD} Learning and Supervised Learning - {A} Generalisation Point of View}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GhugareMHPB24, author = {Raj Ghugare and Santiago Miret and Adriana Hugessen and Mariano Phielipp and Glen Berseth}, title = {Searching for High-Value Molecules Using Reinforcement Learning and Transformers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GingBB24, author = {Simon Ging and Mar{\'{\i}}a Alejandra Bravo and Thomas Brox}, title = {Open-ended {VQA} benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Glasgow24, author = {Margalit Glasgow}, title = {{SGD} Finds then Tunes Features in Two-Layer Neural Networks with near-Optimal Sample Complexity: {A} Case Study in the {XOR} problem}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GoKKRD24, author = {Dongyoung Go and Tomasz Korbak and Germ{\'{a}}n Kruszewski and Jos Rozen and Marc Dymetman}, title = {Compositional Preference Models for Aligning LMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GodeyCS24, author = {Nathan Godey and {\'{E}}ric Villemonte de la Clergerie and Beno{\^{\i}}t Sagot}, title = {Headless Language Models: Learning without Predicting with Contrastive Weight Tying}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GoelHG24, author = {Arnav Goel and Medha Hira and Anubha Gupta}, title = {Multilingual Prosody Transfer: Comparing Supervised {\&} Transfer Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GoktasGZKG24, author = {Denizalp Goktas and Amy Greenwald and Sadie Zhao and Alec Koppel and Sumitra Ganesh}, title = {Efficient Inverse Multiagent Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GoktasPGMPELT24, author = {Denizalp Goktas and David C. Parkes and Ian Gemp and Luke Marris and Georgios Piliouras and Romuald Elie and Guy Lever and Andrea Tacchetti}, title = {Generative Adversarial Equilibrium Solvers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GolchinS24, author = {Shahriar Golchin and Mihai Surdeanu}, title = {Time Travel in LLMs: Tracing Data Contamination in Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GoldfarbEWSH24, author = {Daniel Goldfarb and Itay Evron and Nir Weinberger and Daniel Soudry and Paul Hand}, title = {The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting - An Analytical Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GollakotaKSV24, author = {Aravind Gollakota and Adam R. Klivans and Konstantinos Stavropoulos and Arsen Vasilyan}, title = {An Efficient Tester-Learner for Halfspaces}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Gomes0PP24, author = {Eduardo Dadalto C{\^{a}}mara Gomes and Marco Romanelli and Georg Pichler and Pablo Piantanida}, title = {A Data-Driven Measure of Relative Uncertainty for Misclassification Detection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GomezBM24, author = {Diego Gomez and Michael Bowling and Marlos C. Machado}, title = {Proper Laplacian Representation Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GondurSSAK24, author = {Rabia Gondur and Usama Bin Sikandar and Evan Schaffer and Mikio Christian Aoi and Stephen L. Keeley}, title = {Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GononBRG24, author = {Antoine Gonon and Nicolas Brisebarre and Elisa Riccietti and R{\'{e}}mi Gribonval}, title = {A path-norm toolkit for modern networks: consequences, promises and challenges}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GorishniyRKSKB24, author = {Yury Gorishniy and Ivan Rubachev and Nikolay Kartashev and Daniil Shlenskii and Akim Kotelnikov and Artem Babenko}, title = {TabR: Tabular Deep Learning Meets Nearest Neighbors}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GouSGSYDC24, author = {Zhibin Gou and Zhihong Shao and Yeyun Gong and Yelong Shen and Yujiu Yang and Nan Duan and Weizhu Chen}, title = {{CRITIC:} Large Language Models Can Self-Correct with Tool-Interactive Critiquing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GouSGSYHDC24, author = {Zhibin Gou and Zhihong Shao and Yeyun Gong and Yelong Shen and Yujiu Yang and Minlie Huang and Nan Duan and Weizhu Chen}, title = {ToRA: {A} Tool-Integrated Reasoning Agent for Mathematical Problem Solving}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GouldOOC24, author = {Rhys Gould and Euan Ong and George Ogden and Arthur Conmy}, title = {Successor Heads: Recurring, Interpretable Attention Heads In The Wild}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GowdaZA24, author = {Shruthi Gowda and Bahram Zonooz and Elahe Arani}, title = {Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GoyalJRMKN24, author = {Sachin Goyal and Ziwei Ji and Ankit Singh Rawat and Aditya Krishna Menon and Sanjiv Kumar and Vaishnavh Nagarajan}, title = {Think before you speak: Training Language Models With Pause Tokens}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GrandWBOLTA24, author = {Gabriel Grand and Lionel Wong and Matthew Bowers and Theo X. Olausson and Muxin Liu and Joshua B. Tenenbaum and Jacob Andreas}, title = {{LILO:} Learning Interpretable Libraries by Compressing and Documenting Code}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GrariLHLD24, author = {Vincent Grari and Thibault Laugel and Tatsunori Hashimoto and Sylvain Lamprier and Marcin Detyniecki}, title = {On the Fairness {ROAD:} Robust Optimization for Adversarial Debiasing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GregaBCKD24, author = {Ivan Grega and Ilyes Batatia and G{\'{a}}bor Cs{\'{a}}nyi and Sri Karlapati and Vikram S. Deshpande}, title = {Energy-conserving equivariant {GNN} for elasticity of lattice architected metamaterials}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GrigsbyFZ24, author = {Jake Grigsby and Linxi Fan and Yuke Zhu}, title = {{AMAGO:} Scalable In-Context Reinforcement Learning for Adaptive Agents}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GrotschlaMVW24, author = {Florian Gr{\"{o}}tschla and Jo{\"{e}}l Mathys and Robert Veres and Roger Wattenhofer}, title = {CoRe-GD: {A} Hierarchical Framework for Scalable Graph Visualization with GNNs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GruverSMWZU24, author = {Nate Gruver and Anuroop Sriram and Andrea Madotto and Andrew Gordon Wilson and C. Lawrence Zitnick and Zachary W. Ulissi}, title = {Fine-Tuned Language Models Generate Stable Inorganic Materials as Text}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Gu0WH24, author = {Yuxian Gu and Li Dong and Furu Wei and Minlie Huang}, title = {MiniLLM: Knowledge Distillation of Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Gu0Y024, author = {Yuzhou Gu and Zhao Song and Junze Yin and Lichen Zhang}, title = {Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuKW0AR0FGXSX0H24, author = {Jiayuan Gu and Sean Kirmani and Paul Wohlhart and Yao Lu and Montserrat Gonzalez Arenas and Kanishka Rao and Wenhao Yu and Chuyuan Fu and Keerthana Gopalakrishnan and Zhuo Xu and Priya Sundaresan and Peng Xu and Hao Su and Karol Hausman and Chelsea Finn and Quan Vuong and Ted Xiao}, title = {RT-Trajectory: Robotic Task Generalization via Hindsight Trajectory Sketches}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuLAZH24, author = {Xinran Gu and Kaifeng Lyu and Sanjeev Arora and Jingzhao Zhang and Longbo Huang}, title = {A Quadratic Synchronization Rule for Distributed Deep Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuLLH24, author = {Chenchen Gu and Xiang Lisa Li and Percy Liang and Tatsunori Hashimoto}, title = {On the Learnability of Watermarks for Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuSKQZLNS24, author = {Jiuxiang Gu and Xiangxi Shi and Jason Kuen and Lu Qi and Ruiyi Zhang and Anqi Liu and Ani Nenkova and Tong Sun}, title = {{ADOPD:} {A} Large-Scale Document Page Decomposition Dataset}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuWYS024, author = {Xianfan Gu and Chuan Wen and Weirui Ye and Jiaming Song and Yang Gao}, title = {Seer: Language Instructed Video Prediction with Latent Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuZ0SJ24, author = {Jiatao Gu and Shuangfei Zhai and Yizhe Zhang and Joshua M. Susskind and Navdeep Jaitly}, title = {Matryoshka Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuZA24, author = {Yufei Gu and Xiaoqing Zheng and Tomaso Aste}, title = {Unraveling the Enigma of Double Descent: An In-depth Analysis through the Lens of Learned Feature Space}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Guan024, author = {Jiechao Guan and Hui Xiong}, title = {Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Guan0L24, author = {Ziwei Guan and Yi Zhou and Yingbin Liang}, title = {On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GudibandeWSG0AL24, author = {Arnav Gudibande and Eric Wallace and Charlie Snell and Xinyang Geng and Hao Liu and Pieter Abbeel and Sergey Levine and Dawn Song}, title = {The False Promise of Imitating Proprietary Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuhaNMKN24, author = {Etash Kumar Guha and Shlok Natarajan and Thomas M{\"{o}}llenhoff and Mohammad Emtiyaz Khan and Eug{\`{e}}ne Ndiaye}, title = {Conformal Prediction via Regression-as-Classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuiLJ24, author = {Shurui Gui and Xiner Li and Shuiwang Ji}, title = {Active Test-Time Adaptation: Theoretical Analyses and An Algorithm}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GumbschSMB24, author = {Christian Gumbsch and Noor Sajid and Georg Martius and Martin V. Butz}, title = {Learning Hierarchical World Models with Adaptive Temporal Abstractions from Discrete Latent Dynamics}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GunasekaranEZK24, author = {Skye Gunasekaran and Jason Eshraghian and Ruomin Zhu and Zdenka Kuncic}, title = {Knowledge Distillation Through Time For Future Event Prediction}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Guo00F0C24, author = {Lingbing Guo and Zhuo Chen and Jiaoyan Chen and Yin Fang and Wen Zhang and Huajun Chen}, title = {Revisit and Outstrip Entity Alignment: {A} Perspective of Generative Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Guo0CLZ024, author = {Ziyao Guo and Kai Wang and George Cazenavette and Hui Li and Kaipeng Zhang and Yang You}, title = {Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Guo0GLS0L0Y24, author = {Qingyan Guo and Rui Wang and Junliang Guo and Bei Li and Kaitao Song and Xu Tan and Guoqing Liu and Jiang Bian and Yujiu Yang}, title = {Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Guo0LYCBPHCZSZZ24, author = {Hongcheng Guo and Jian Yang and Jiaheng Liu and Liqun Yang and Linzheng Chai and Jiaqi Bai and Junran Peng and Xiaorong Hu and Chao Chen and Dongfeng Zhang and Xu Shi and Tieqiao Zheng and Liangfan Zheng and Bo Zhang and Ke Xu and Zhoujun Li}, title = {{OWL:} {A} Large Language Model for {IT} Operations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuoCWXW024, author = {Jiacheng Guo and Minshuo Chen and Huan Wang and Caiming Xiong and Mengdi Wang and Yu Bai}, title = {Sample-Efficient Learning of POMDPs with Multiple Observations In Hindsight}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuoGXK24, author = {Han Guo and Philip Greengard and Eric P. Xing and Yoon Kim}, title = {LQ-LoRA: Low-rank plus Quantized Matrix Decomposition for Efficient Language Model Finetuning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuoMZDYL024, author = {Chuan Guo and Yuxuan Mu and Xinxin Zuo and Peng Dai and Youliang Yan and Juwei Lu and Li Cheng}, title = {Generative Human Motion Stylization in Latent Space}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuoRAS24, author = {Shangmin Guo and Yi Ren and Stefano V. Albrecht and Kenny Smith}, title = {lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuoS24, author = {Jeff Guo and Philippe Schwaller}, title = {Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuoWS24, author = {Siyuan Guo and Jonas Bernhard Wildberger and Bernhard Sch{\"{o}}lkopf}, title = {Out-of-Variable Generalisation for Discriminative Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuoZT0W24, author = {Geyang Guo and Ranchi Zhao and Tianyi Tang and Xin Zhao and Ji{-}Rong Wen}, title = {Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Gupta0LVJ24, author = {Sharut Gupta and Joshua Robinson and Derek Lim and Soledad Villar and Stefanie Jegelka}, title = {Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaDRB0D24, author = {Nilesh Gupta and Devvrit and Ankit Singh Rawat and Srinadh Bhojanapalli and Prateek Jain and Inderjit S. Dhillon}, title = {Dual-Encoders for Extreme Multi-label Classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaJLA24, author = {Sharut Gupta and Stefanie Jegelka and David Lopez{-}Paz and Kartik Ahuja}, title = {Context is Environment}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaK24, author = {Rishi Gupta and Vaibhav Kumar}, title = {Sound Classification in Indian Cities Using Multi-Label Data and Transfer Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaM24, author = {Anupam Gupta and Pabitra Mitra}, title = {NIRo: {A} Metric to capture non-iid robustness for Federated Learning Algorithms}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaMKR24, author = {Mridul Gupta and Sahil Manchanda and Hariprasad Kodamana and Sayan Ranu}, title = {Mirage: Model-agnostic Graph Distillation for Graph Classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaNJRMK24, author = {Neha Gupta and Harikrishna Narasimhan and Wittawat Jitkrittum and Ankit Singh Rawat and Aditya Krishna Menon and Sanjiv Kumar}, title = {Language Model Cascades: Token-Level Uncertainty And Beyond}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaSDKCSK24, author = {Shashank Gupta and Vaishnavi Shrivastava and Ameet Deshpande and Ashwin Kalyan and Peter Clark and Ashish Sabharwal and Tushar Khot}, title = {Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GuptaSTM24, author = {Vinayak Gupta and Manoj S. and Mukund Varma T. and Kaushik Mitra}, title = {U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GurFHSMEF24, author = {Izzeddin Gur and Hiroki Furuta and Austin V. Huang and Mustafa Safdari and Yutaka Matsuo and Douglas Eck and Aleksandra Faust}, title = {A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GurneeT24, author = {Wes Gurnee and Max Tegmark}, title = {Language Models Represent Space and Time}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/GurugubelliC24, author = {Sravanthi Gurugubelli and Sundeep Prabhakar Chepuri}, title = {SaNN: Simple Yet Powerful Simplicial-aware Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hachana24, author = {Rafik Hachana}, title = {Probing the Hidden Layers of a Music Generating Language Model}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HagemannHABCS24, author = {Paul Hagemann and Johannes Hertrich and Fabian Altekr{\"{u}}ger and Robert Beinert and Jannis Chemseddine and Gabriele Steidl}, title = {Posterior Sampling Based on Gradient Flows of the {MMD} with Negative Distance Kernel}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HaghighatMMK24, author = {Maryam Haghighat and Peyman Moghadam and Shaheer Mohamed and Piotr Koniusz}, title = {Pre-training with Random Orthogonal Projection Image Modeling}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HalawiDS24, author = {Danny Halawi and Jean{-}Stanislas Denain and Jacob Steinhardt}, title = {Overthinking the Truth: Understanding how Language Models Process False Demonstrations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HamadeM0KA24, author = {Karim Hamade and Reid McIlroy{-}Young and Siddhartha Sen and Jon M. Kleinberg and Ashton Anderson}, title = {Designing Skill-Compatible {AI:} Methodologies and Frameworks in Chess}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hamidieh0SG24, author = {Kimia Hamidieh and Haoran Zhang and Swami Sankaranarayanan and Marzyeh Ghassemi}, title = {Views Can Be Deceiving: Improved {SSL} Through Feature Space Augmentation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HammanD24, author = {Faisal Hamman and Sanghamitra Dutta}, title = {Demystifying Local {\&} Global Fairness Trade-offs in Federated Learning Using Partial Information Decomposition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HammouamriHM24, author = {Ilyass Hammouamri and Ismail Khalfaoui Hassani and Timoth{\'{e}}e Masquelier}, title = {Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HamzaouiBCM24, author = {Imane Hamzaoui and Hadjer Benmeziane and Zayneb Cherif and Kaoutar El Maghraoui}, title = {Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanCCW0Z024, author = {Xiaotian Han and Jianfeng Chi and Yu Chen and Qifan Wang and Han Zhao and Na Zou and Xia Hu}, title = {{FFB:} {A} Fair Fairness Benchmark for In-Processing Group Fairness Methods}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanJKMWZ24, author = {Insu Han and Rajesh Jayaram and Amin Karbasi and Vahab Mirrokni and David P. Woodruff and Amir Zandieh}, title = {HyperAttention: Long-context Attention in Near-Linear Time}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanKK24, author = {Sangyu Han and Yearim Kim and Nojun Kwak}, title = {Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanLMT0TY24, author = {Haoyu Han and Xiaorui Liu and Li Ma and MohamadAli Torkamani and Hui Liu and Jiliang Tang and Makoto Yamada}, title = {Structural Fairness-aware Active Learning for Graph Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanLWRDRWL24, author = {Cheng Han and James Chenhao Liang and Qifan Wang and Majid Rabbani and Sohail A. Dianat and Raghuveer Rao and Ying Nian Wu and Dongfang Liu}, title = {Image Translation as Diffusion Visual Programmers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanRX24, author = {Yinbin Han and Meisam Razaviyayn and Renyuan Xu}, title = {Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanSSXYL024, author = {Xu Han and Caihua Shan and Yifei Shen and Can Xu and Han Yang and Xiang Li and Dongsheng Li}, title = {Training-free Multi-objective Diffusion Model for 3D Molecule Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HanWCWHQL24, author = {Cheng Han and Qifan Wang and Yiming Cui and Wenguan Wang and Lifu Huang and Siyuan Qi and Dongfang Liu}, title = {Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HaoBSHY024, author = {Zecheng Hao and Tong Bu and Xinyu Shi and Zihan Huang and Zhaofei Yu and Tiejun Huang}, title = {Threaten Spiking Neural Networks through Combining Rate and Temporal Information}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HaoGL24, author = {Jie Hao and Xiaochuan Gong and Mingrui Liu}, title = {Bilevel Optimization under Unbounded Smoothness: {A} New Algorithm and Convergence Analysis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HaoSHBY024, author = {Zecheng Hao and Xinyu Shi and Zihan Huang and Tong Bu and Zhaofei Yu and Tiejun Huang}, title = {A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HaoX24, author = {Rui Hao and Weikai Xie}, title = {Autonomous Generation of Innovative Content by Multi-Agent System}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HaramatiDT24, author = {Dan Haramati and Tal Daniel and Aviv Tamar}, title = {Entity-Centric Reinforcement Learning for Object Manipulation from Pixels}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hardt024, author = {Moritz Hardt and Yu Sun}, title = {Test-Time Training on Nearest Neighbors for Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HarringtonDHTSF24, author = {Anne Harrington and Vasha DuTell and Mark Hamilton and Ayush Tewari and Simon Stent and William T. Freeman and Ruth Rosenholtz}, title = {COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HarrisonWS24, author = {James Harrison and John Willes and Jasper Snoek}, title = {Variational Bayesian Last Layers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HasegawaS24, author = {Naoya Hasegawa and Issei Sato}, title = {Exploring Weight Balancing on Long-Tailed Recognition Problem}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HashemiGP24, author = {Sayed Sajad Hashemi and Michael Guerzhoy and Noah H. Paulson}, title = {Toward Learning Latent-Variable Representations of Microstructures by Optimizing in Spatial Statistics Space}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HashemizadehRSF24, author = {Meraj Hashemizadeh and Juan Ramirez and Rohan Sukumaran and Golnoosh Farnadi and Simon Lacoste{-}Julien and Jose Gallego{-}Posada}, title = {Balancing Act: Constraining Disparate Impact in Sparse Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HashimotoSINS24, author = {Yuka Hashimoto and Sho Sonoda and Isao Ishikawa and Atsushi Nitanda and Taiji Suzuki}, title = {Koopman-based generalization bound: New aspect for full-rank weights}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HatamizadehHYT024, author = {Ali Hatamizadeh and Greg Heinrich and Hongxu Yin and Andrew Tao and Jos{\'{e}} M. {\'{A}}lvarez and Jan Kautz and Pavlo Molchanov}, title = {FasterViT: Fast Vision Transformers with Hierarchical Attention}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HavaldarSSSR24, author = {Shreyas Havaldar and Navodita Sharma and Shubhi Sareen and Karthikeyan Shanmugam and Aravindan Raghuveer}, title = {Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HayW24, author = {Tamir David Hay and Lior Wolf}, title = {Dynamic Layer Tying for Parameter-Efficient Transformers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/He0FM24, author = {Qiang He and Tianyi Zhou and Meng Fang and Setareh Maghsudi}, title = {Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/He0RCZ0AT24, author = {Pengfei He and Han Xu and Jie Ren and Yingqian Cui and Shenglai Zeng and Hui Liu and Charu C. Aggarwal and Jiliang Tang}, title = {Sharpness-Aware Data Poisoning Attack}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeB0PLH24, author = {Xiaoxin He and Xavier Bresson and Thomas Laurent and Adam Perold and Yann LeCun and Bryan Hooi}, title = {Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeF024, author = {Weiqiang He and Hendrik Fichtenberger and Pan Peng}, title = {A Differentially Private Clustering Algorithm for Well-Clustered Graphs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeG0WZAL0W0WZ024, author = {Tianyu He and Junliang Guo and Runyi Yu and Yuchi Wang and Jialiang Zhu and Kaikai An and Leyi Li and Xu Tan and Chunyu Wang and Han Hu and HsiangTao Wu and Sheng Zhao and Jiang Bian}, title = {{GAIA:} Zero-shot Talking Avatar Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeH24, author = {Bobby He and Thomas Hofmann}, title = {Simplifying Transformer Blocks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeHXCMH24, author = {Huan He and William Hao and Yuanzhe Xi and Yong Chen and Bradley A. Malin and Joyce C. Ho}, title = {A Flexible Generative Model for Heterogeneous Tabular {EHR} with Missing Modality}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeLWZZ24, author = {Yefei He and Jing Liu and Weijia Wu and Hong Zhou and Bohan Zhuang}, title = {EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeLX24, author = {Juncai He and Xinliang Liu and Jinchao Xu}, title = {MgNO: Efficient Parameterization of Linear Operators via Multigrid}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeLZZY0LD024, author = {Chunming He and Kai Li and Yachao Zhang and Yulun Zhang and Chenyu You and Zhenhua Guo and Xiu Li and Martin Danelljan and Fisher Yu}, title = {Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeMLTUKLMKSE24, author = {Yutong He and Naoki Murata and Chieh{-}Hsin Lai and Yuhta Takida and Toshimitsu Uesaka and Dongjun Kim and Wei{-}Hsiang Liao and Yuki Mitsufuji and J. Zico Kolter and Ruslan Salakhutdinov and Stefano Ermon}, title = {Manifold Preserving Guided Diffusion}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeRWC24, author = {Yixuan He and Gesine Reinert and David Wipf and Mihai Cucuringu}, title = {Robust Angular Synchronization via Directed Graph Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeSDL24, author = {Zhenfeng He and Yao Shu and Zhongxiang Dai and Bryan Kian Hsiang Low}, title = {Robustifying and Boosting Training-Free Neural Architecture Search}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeYCCX0W0CS24, author = {Yingqing He and Shaoshu Yang and Haoxin Chen and Xiaodong Cun and Menghan Xia and Yong Zhang and Xintao Wang and Ran He and Qifeng Chen and Ying Shan}, title = {ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeZY24, author = {Jianliang He and Han Zhong and Zhuoran Yang}, title = {Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HejnaRSFNKS24, author = {Joey Hejna and Rafael Rafailov and Harshit Sikchi and Chelsea Finn and Scott Niekum and W. Bradley Knox and Dorsa Sadigh}, title = {Contrastive Preference Learning: Learning from Human Feedback without Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hendawy0D24, author = {Ahmed Hendawy and Jan Peters and Carlo D'Eramo}, title = {Multi-Task Reinforcement Learning with Mixture of Orthogonal Experts}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HeoKKKKL24, author = {Jung Hwan Heo and Jeonghoon Kim and Beomseok Kwon and Byeongwook Kim and Se Jung Kwon and Dongsoo Lee}, title = {Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HerelM24, author = {David Herel and Tom{\'{a}}s Mikolov}, title = {Collapse of Self-trained Language Models}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HermannMFM24, author = {Katherine L. Hermann and Hossein Mobahi and Thomas Fel and Michael Curtis Mozer}, title = {On the Foundations of Shortcut Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HernandezSHMWAB24, author = {Evan Hernandez and Arnab Sen Sharma and Tal Haklay and Kevin Meng and Martin Wattenberg and Jacob Andreas and Yonatan Belinkov and David Bau}, title = {Linearity of Relation Decoding in Transformer Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HertrichWAH24, author = {Johannes Hertrich and Christian Wald and Fabian Altekr{\"{u}}ger and Paul Hagemann}, title = {Generative Sliced {MMD} Flows with Riesz Kernels}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HessMFF24, author = {Konstantin Hess and Valentyn Melnychuk and Dennis Frauen and Stefan Feuerriegel}, title = {Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HettigeJXLCW24, author = {Kethmi Hirushini Hettige and Jiahao Ji and Shili Xiang and Cheng Long and Gao Cong and Jingyuan Wang}, title = {AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HiraGG24, author = {Medha Hira and Arnav Goel and Anubha Gupta}, title = {CrossVoice: Crosslingual Prosody Preserving Cascade-S2ST using Transfer Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HoakM24, author = {Blaine Hoak and Patrick D. McDaniel}, title = {Explorations in Texture Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HoangK24, author = {Minh Hoang and Carl Kingsford}, title = {Efficient Heterogeneous Meta-Learning via Channel Shuffling Modulation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HoltLS24, author = {Samuel Holt and Max Ruiz Luyten and Mihaela van der Schaar}, title = {{L2MAC:} Large Language Model Automatic Computer for Extensive Code Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hong0GBZLLSB024, author = {Yicong Hong and Kai Zhang and Jiuxiang Gu and Sai Bi and Yang Zhou and Difan Liu and Feng Liu and Kalyan Sunkavalli and Trung Bui and Hao Tan}, title = {{LRM:} Large Reconstruction Model for Single Image to 3D}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongCK024, author = {Sunghwan Hong and Seokju Cho and Seungryong Kim and Stephen Lin}, title = {Unifying Feature and Cost Aggregation with Transformers for Semantic and Visual Correspondence}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongCO24, author = {Chunsan Hong and Byunghee Cha and Tae{-}Hyun Oh}, title = {{CAS:} {A} Probability-Based Approach for Universal Condition Alignment Score}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongDL24, author = {Joey Hong and Anca D. Dragan and Sergey Levine}, title = {Offline {RL} with Observation Histories: Analyzing and Improving Sample Complexity}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongQX24, author = {Mao Hong and Zhengling Qi and Yanxun Xu}, title = {A Policy Gradient Method for Confounded POMDPs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongSWCPGS024, author = {Zhang{-}Wei Hong and Idan Shenfeld and Tsun{-}Hsuan Wang and Yung{-}Sung Chuang and Aldo Pareja and James R. Glass and Akash Srivastava and Pulkit Agrawal}, title = {Curiosity-driven Red-teaming for Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongW0YH0YGL24, author = {Ziming Hong and Zhenyi Wang and Li Shen and Yu Yao and Zhuo Huang and Shiming Chen and Chuanwu Yang and Mingming Gong and Tongliang Liu}, title = {Improving Non-Transferable Representation Learning by Harnessing Content and Style}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongWZL0W24, author = {Junyuan Hong and Jiachen T. Wang and Chenhui Zhang and Zhangheng Li and Bo Li and Zhangyang Wang}, title = {{DP-OPT:} Make Large Language Model Your Privacy-Preserving Prompt Engineer}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HongZCZCWZWYLZR24, author = {Sirui Hong and Mingchen Zhuge and Jonathan Chen and Xiawu Zheng and Yuheng Cheng and Jinlin Wang and Ceyao Zhang and Zili Wang and Steven Ka Shing Yau and Zijuan Lin and Liyang Zhou and Chenyu Ran and Lingfeng Xiao and Chenglin Wu and J{\"{u}}rgen Schmidhuber}, title = {MetaGPT: Meta Programming for {A} Multi-Agent Collaborative Framework}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HorvatP24, author = {Christian Horvat and Jean{-}Pascal Pfister}, title = {On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HoskingBB24, author = {Tom Hosking and Phil Blunsom and Max Bartolo}, title = {Human Feedback is not Gold Standard}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hosoya24, author = {Haruo Hosoya}, title = {A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HsuCPNO024, author = {Aliyah R. Hsu and Yeshwanth Cherapanamjeri and Briton Park and Tristan Naumann and Anobel Y. Odisho and Bin Yu}, title = {Diagnosing Transformers: Illuminating Feature Spaces for Clinical Decision-Making}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HsuLH024, author = {Hsiang Hsu and Guihong Li and Shaohan Hu and Chun{-}Fu Chen}, title = {Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hu00T24, author = {Shengchao Hu and Li Shen and Ya Zhang and Dacheng Tao}, title = {Learning Multi-Agent Communication from Graph Modeling Perspective}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hu0M24, author = {Peiyan Hu and Yue Wang and Zhi{-}Ming Ma}, title = {Better Neural {PDE} Solvers Through Data-Free Mesh Movers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hu0QS24, author = {Jijin Hu and Ke Li and Yonggang Qi and Yi{-}Zhe Song}, title = {Scale-Adaptive Diffusion Model for Complex Sketch Synthesis}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hu0WWPCYWZZ0LXL24, author = {Jinyi Hu and Yuan Yao and Chongyi Wang and Shan Wang and Yinxu Pan and Qianyu Chen and Tianyu Yu and Hanghao Wu and Yue Zhao and Haoye Zhang and Xu Han and Yankai Lin and Jiao Xue and Dahai Li and Zhiyuan Liu and Maosong Sun}, title = {Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hu0Y00CC24, author = {Yuchen Hu and Chen Chen and Chao{-}Han Huck Yang and Ruizhe Li and Chao Zhang and Pin{-}Yu Chen and Engsiong Chng}, title = {Large Language Models are Efficient Learners of Noise-Robust Speech Recognition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuCLGWYG24, author = {Xuming Hu and Junzhe Chen and Xiaochuan Li and Yufei Guo and Lijie Wen and Philip S. Yu and Zhijiang Guo}, title = {Towards Understanding Factual Knowledge of Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuCMS024, author = {Minyang Hu and Hong Chang and Bingpeng Ma and Shiguang Shan and Xilin Chen}, title = {Scalable Modular Network: {A} Framework for Adaptive Learning via Agreement Routing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuCWWZH24, author = {Zhengmian Hu and Lichang Chen and Xidong Wu and Yihan Wu and Hongyang Zhang and Heng Huang}, title = {Unbiased Watermark for Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuD24, author = {Jingyu Hu and Mengnan Du}, title = {Enhancing Fairness in In-Context Learning: Prioritizing Minority Samples in Demonstrations}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuDE24, author = {Jie Hu and Vishwaraj Doshi and Do Young Eun}, title = {Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuDMK24, author = {Yuyang Hu and Mauricio Delbracio and Peyman Milanfar and Ulugbek Kamilov}, title = {A Restoration Network as an Implicit Prior}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuGSAK24, author = {Junhao Hu and Weijie Gan and Zhixin Sun and Hongyu An and Ulugbek Kamilov}, title = {A Plug-and-Play Image Registration Network}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuJEKLBM24, author = {Edward J. Hu and Moksh Jain and Eric Elmoznino and Younesse Kaddar and Guillaume Lajoie and Yoshua Bengio and Nikolay Malkin}, title = {Amortizing intractable inference in large language models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuJW24, author = {Jianshu Hu and Yunpeng Jiang and Paul Weng}, title = {Revisiting Data Augmentation in Deep Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuL0ZHZL0OZ0024, author = {Shengding Hu and Xin Liu and Xu Han and Xinrong Zhang and Chaoqun He and Weilin Zhao and Yankai Lin and Ning Ding and Zebin Ou and Guoyang Zeng and Zhiyuan Liu and Maosong Sun}, title = {Predicting Emergent Abilities with Infinite Resolution Evaluation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuLWF24, author = {Kai Hu and Klas Leino and Zifan Wang and Matt Fredrikson}, title = {A Recipe for Improved Certifiable Robustness}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuLZJZ24, author = {Xiao Hu and Jianxiong Li and Xianyuan Zhan and Qing{-}Shan Jia and Ya{-}Qin Zhang}, title = {Query-Policy Misalignment in Preference-Based Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuMYD0SC00024, author = {Mengkang Hu and Yao Mu and Xinmiao Yu and Mingyu Ding and Shiguang Wu and Wenqi Shao and Qiguang Chen and Bin Wang and Yu Qiao and Ping Luo}, title = {Tree-Planner: Efficient Close-loop Task Planning with Large Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuSRJ24, author = {Edward S. Hu and James Springer and Oleh Rybkin and Dinesh Jayaraman}, title = {Privileged Sensing Scaffolds Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuTZWSL0C24, author = {Xinyu Hu and Pengfei Tang and Simiao Zuo and Zihan Wang and Bowen Song and Qiang Lou and Jian Jiao and Denis Charles}, title = {Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuWL00W0024, author = {Chengming Hu and Haolun Wu and Xuan Li and Chen Ma and Xi Chen and Boyu Wang and Jun Yan and Xue Liu}, title = {Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuZLCDW24, author = {Zican Hu and Zongzhang Zhang and Huaxiong Li and Chunlin Chen and Hongyu Ding and Zhi Wang}, title = {Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuZTW24, author = {Xiang Hu and Qingyang Zhu and Kewei Tu and Wei Wu}, title = {Augmenting Transformers with Recursively Composed Multi-grained Representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Huang0CS24, author = {Wei Huang and Ye Shi and Zhongyi Cai and Taiji Suzuki}, title = {Understanding Convergence and Generalization in Federated Learning through Feature Learning Theory}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Huang0XS24, author = {Suning Huang and Boyuan Chen and Huazhe Xu and Vincent Sitzmann}, title = {DittoGym: Learning to Control Soft Shape-Shifting Robots}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Huang0ZZZZCW0Y24, author = {Zhilin Huang and Ling Yang and Xiangxin Zhou and Zhilong Zhang and Wentao Zhang and Xiawu Zheng and Jie Chen and Yu Wang and Bin Cui and Wenming Yang}, title = {Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangA0ZX24, author = {Libo Huang and Zhulin An and Yan Zeng and Xiang Zhi and Yongjun Xu}, title = {{KFC:} Knowledge Reconstruction and Feedback Consolidation Enable Efficient and Effective Continual Generative Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangCEMH024, author = {Hanxun Huang and Ricardo J. G. B. Campello and Sarah Monazam Erfani and Xingjun Ma and Michael E. Houle and James Bailey}, title = {LDReg: Local Dimensionality Regularized Self-Supervised Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangCH24, author = {Wei{-}Cheng Huang and Chun{-}Fu Richard Chen and Hsiang Hsu}, title = {{OVOR:} OnePrompt with Virtual Outlier Regularization for Rehearsal-Free Class-Incremental Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangCQ24, author = {Hongbin Huang and Minghua Chen and Xiao Qiao}, title = {Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangCYTL24, author = {Ruiquan Huang and Yuan Cheng and Jing Yang and Vincent Tan and Yingbin Liang}, title = {Provable Benefits of Multi-task {RL} under Non-Markovian Decision Making Processes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangDHM024, author = {Xunpeng Huang and Hanze Dong and Yifan Hao and Yian Ma and Tong Zhang}, title = {Reverse Diffusion Monte Carlo}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangGXL024, author = {Yangsibo Huang and Samyak Gupta and Mengzhou Xia and Kai Li and Danqi Chen}, title = {Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangH0Z0024, author = {Haojie Huang and Owen Howell and Dian Wang and Xupeng Zhu and Robert Platt and Robin Walters}, title = {Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangJ0JCL24, author = {Mingzhen Huang and Shan Jia and Zhou Zhou and Yan Ju and Jialing Cai and Siwei Lyu}, title = {Exposing Text-Image Inconsistency Using Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangL024, author = {Ruiquan Huang and Yingbin Liang and Jing Yang}, title = {Provably Efficient UCB-type Algorithms For Learning Predictive State Representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangL0YZJ024, author = {Yinan Huang and William Lu and Joshua Robinson and Yu Yang and Muhan Zhang and Stefanie Jegelka and Pan Li}, title = {On the Stability of Expressive Positional Encodings for Graphs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangLCF24, author = {Yisong Huang and Jin Li and Xinlong Chen and Yang{-}Geng Fu}, title = {Training Graph Transformers via Curriculum-Enhanced Attention Distillation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangLL24, author = {Xinmeng Huang and Ping Li and Xiaoyun Li}, title = {Stochastic Controlled Averaging for Federated Learning with Communication Compression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangLLCXWLSL24, author = {Yinya Huang and Xiaohan Lin and Zhengying Liu and Qingxing Cao and Huajian Xin and Haiming Wang and Zhenguo Li and Linqi Song and Xiaodan Liang}, title = {{MUSTARD:} Mastering Uniform Synthesis of Theorem and Proof Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangLST24, author = {Sheng{-}Jun Huang and Yi Li and Yiming Sun and Ying{-}Peng Tang}, title = {One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangSLFWZ000G024, author = {Yue Huang and Jiawen Shi and Yuan Li and Chenrui Fan and Siyuan Wu and Qihui Zhang and Yixin Liu and Pan Zhou and Yao Wan and Neil Zhenqiang Gong and Lichao Sun}, title = {MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangW0W24, author = {Yuanqing Huang and Yinggui Wang and Le Yang and Lei Wang}, title = {Enhanced Face Recognition using Intra-class Incoherence Constraint}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangWCLXO24, author = {Shengyi Huang and Jiayi Weng and Rujikorn Charakorn and Min Lin and Zhongwen Xu and Santiago Onta{\~{n}}{\'{o}}n}, title = {Cleanba: {A} Reproducible and Efficient Distributed Reinforcement Learning Platform}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangWOW24, author = {Yuhao Huang and Qingsong Wang and Akwum Onwunta and Bao Wang}, title = {Efficient Score Matching with Deep Equilibrium Layers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangWSTQ024, author = {Yukun Huang and Jianan Wang and Yukai Shi and Boshi Tang and Xianbiao Qi and Lei Zhang}, title = {DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangX0024, author = {Zixian Huang and Gengyang Xiao and Yu Gu and Gong Cheng}, title = {A Branching Decoder for Set Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangZDXXLZ24, author = {Tianyu Huang and Yihan Zeng and Bowen Dong and Hang Xu and Songcen Xu and Rynson W. H. Lau and Wangmeng Zuo}, title = {TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangZMTFZLG024, author = {Xinyu Huang and Youcai Zhang and Jinyu Ma and Weiwei Tian and Rui Feng and Yuejie Zhang and Yaqian Li and Yandong Guo and Lei Zhang}, title = {Tag2Text: Guiding Vision-Language Model via Image Tagging}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuangZYH24, author = {Xiaohu Huang and Hao Zhou and Kun Yao and Kai Han}, title = {{FROSTER:} Frozen {CLIP} is {A} Strong Teacher for Open-Vocabulary Action Recognition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HubenCRES24, author = {Robert Huben and Hoagy Cunningham and Logan Riggs and Aidan Ewart and Lee Sharkey}, title = {Sparse Autoencoders Find Highly Interpretable Features in Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HullWC24, author = {Matthew Hull and Zijie J. Wang and Duen Horng Chau}, title = {Revamp: Automated Simulations of Adversarial Attacks on Arbitrary Objects in Realistic Scenes}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hung-QuangLPWD24, author = {Nguyen Hung{-}Quang and Yingjie Lao and Tung Pham and Kok{-}Seng Wong and Khoa D. Doan}, title = {Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HuyukWCS24, author = {Alihan H{\"{u}}y{\"{u}}k and Qiyao Wei and Alicia Curth and Mihaela van der Schaar}, title = {Defining Expertise: Applications to Treatment Effect Estimation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/HvarfnerHN24, author = {Carl Hvarfner and Frank Hutter and Luigi Nardi}, title = {A General Framework for User-Guided Bayesian Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Hwang0SY24, author = {Uiwon Hwang and Jonghyun Lee and Juhyeon Shin and Sungroh Yoon}, title = {{SF(DA)2:} Source-free Domain Adaptation Through the Lens of Data Augmentation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IgashovSSBC24, author = {Ilia Igashov and Arne Schneuing and Marwin H. S. Segler and Michael M. Bronstein and Bruno E. Correia}, title = {RetroBridge: Modeling Retrosynthesis with Markov Bridges}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Igoe0B24, author = {Aoife Igoe and Arindam Biswas and Biswajit Basu}, title = {A Study on Polarity distributions for Network Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ImfeldGGHAS24, author = {Moritz Imfeld and Jacopo Graldi and Marco Giordano and Thomas Hofmann and Sotiris Anagnostidis and Sidak Pal Singh}, title = {Transformer Fusion with Optimal Transport}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IrelandM24, author = {David Ireland and Giovanni Montana}, title = {REValueD: Regularised Ensemble Value-Decomposition for Factorisable Markov Decision Processes}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IrieGS24, author = {Kazuki Irie and Anand Gopalakrishnan and J{\"{u}}rgen Schmidhuber}, title = {Exploring the Promise and Limits of Real-Time Recurrent Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IsajanyanSKWS24, author = {Arman Isajanyan and Artur Shatveryan and David Kocharian and Zhangyang Wang and Humphrey Shi}, title = {Social Reward: Evaluating and Enhancing Generative {AI} through Million-User Feedback from an Online Creative Community}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IscenCFS24, author = {Ahmet Iscen and Mathilde Caron and Alireza Fathi and Cordelia Schmid}, title = {Retrieval-Enhanced Contrastive Vision-Text Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IshfaqL0MPAA24, author = {Haque Ishfaq and Qingfeng Lan and Pan Xu and A. Rupam Mahmood and Doina Precup and Anima Anandkumar and Kamyar Azizzadenesheli}, title = {Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IshikawaK24, author = {Satoki Ishikawa and Ryo Karakida}, title = {On the Parameterization of Second-Order Optimization Effective towards the Infinite Width}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IshikawaY24, author = {Satoki Ishikawa and Rio Yokota}, title = {When Does Second-Order Optimization Speed Up Training?}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IslamGII24, author = {Md Mofijul Islam and Alexi Gladstone and Riashat Islam and Tariq Iqbal}, title = {{EQA-MX:} Embodied Question Answering using Multimodal Expression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/IsmailABRC24, author = {Aya Abdelsalam Ismail and Julius Adebayo and H{\'{e}}ctor Corrada Bravo and Stephen Ra and Kyunghyun Cho}, title = {Concept Bottleneck Generative Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/ItoDRKC24, author = {Takuya Ito and Soham Dan and Mattia Rigotti and James R. Kozloski and Murray Campbell}, title = {On the generalization capacity of neural networks during generic multimodal reasoning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jabbarishiviari24, author = {Maral Jabbarishiviari and Arshia Soltani Moakhar}, title = {Software 1.0 Strengths for Interpretability and Data Efficiency}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JabriSHSK24, author = {Allan Jabri and Sjoerd van Steenkiste and Emiel Hoogeboom and Mehdi S. M. Sajjadi and Thomas Kipf}, title = {DORSal: Diffusion for Object-centric Representations of Scenes et al}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jackson0KLWF24, author = {Matthew Thomas Jackson and Chris Lu and Louis Kirsch and Robert Tjarko Lange and Shimon Whiteson and Jakob Nicolaus Foerster}, title = {Discovering Temporally-Aware Reinforcement Learning Algorithms}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jacob0A24, author = {Athul Paul Jacob and Abhishek Gupta and Jacob Andreas}, title = {Modeling Boundedly Rational Agents with Latent Inference Budgets}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JacobSFA24, author = {Athul Paul Jacob and Yikang Shen and Gabriele Farina and Jacob Andreas}, title = {The Consensus Game: Language Model Generation via Equilibrium Search}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JainCS24, author = {Samyak Jain and Parth Chhabra and Ramit Sawhney}, title = {Uncovering Bias: Exploring Gender Dynamics in Distance-Aware Mixup Techniques}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JainCWKCSBKSSGG24, author = {Neel Jain and Ping{-}yeh Chiang and Yuxin Wen and John Kirchenbauer and Hong{-}Min Chu and Gowthami Somepalli and Brian R. Bartoldson and Bhavya Kailkhura and Avi Schwarzschild and Aniruddha Saha and Micah Goldblum and Jonas Geiping and Tom Goldstein}, title = {NEFTune: Noisy Embeddings Improve Instruction Finetuning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JainKLDTRGK24, author = {Samyak Jain and Robert Kirk and Ekdeep Singh Lubana and Robert P. Dick and Hidenori Tanaka and Tim Rockt{\"{a}}schel and Edward Grefenstette and David Scott Krueger}, title = {Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JainSKSS24, author = {Samyak Jain and Rishi Singhal and Sriram Krishna and Yaman Kumar Singla and Rajiv Ratn Shah}, title = {Beyond Words: {A} Topological Exploration of Coherence in Text Documents}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JainSS24, author = {Nishant Jain and Karthikeyan Shanmugam and Pradeep Shenoy}, title = {Learning model uncertainty as variance-minimizing instance weights}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JainZCGSS24, author = {Naman Jain and Tianjun Zhang and Wei{-}Lin Chiang and Joseph E. Gonzalez and Koushik Sen and Ion Stoica}, title = {LLM-Assisted Code Cleaning For Training Accurate Code Generators}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JainiCG24, author = {Priyank Jaini and Kevin Clark and Robert Geirhos}, title = {Intriguing Properties of Generative Classifiers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JaiswalGDZWY24, author = {Ajay Kumar Jaiswal and Zhe Gan and Xianzhi Du and Bowen Zhang and Zhangyang Wang and Yinfei Yang}, title = {Compressing LLMs: The Truth is Rarely Pure and Never Simple}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JamasbMJZDMH0CL24, author = {Arian Rokkum Jamasb and Alex Morehead and Chaitanya K. Joshi and Zuobai Zhang and Kieran Didi and Simon V. Mathis and Charles Harris and Jian Tang and Jianlin Cheng and Pietro Lio and Tom L. Blundell}, title = {Evaluating Representation Learning on the Protein Structure Universe}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JangKA24, author = {Hyosoon Jang and Minsu Kim and Sungsoo Ahn}, title = {Learning Energy Decompositions for Partial Inference in GFlowNets}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JangKA24a, author = {Yunhui Jang and Dongwoo Kim and Sungsoo Ahn}, title = {Graph Generation with K2-trees}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JangLA24, author = {Yunhui Jang and Seul Lee and Sungsoo Ahn}, title = {A Simple and Scalable Representation for Graph Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JannyND024, author = {Steeven Janny and Madiha Nadri and Julie Digne and Christian Wolf}, title = {Space and time continuous physics simulation from partial observations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JavanmardCMBF24, author = {Adel Javanmard and Lin Chen and Vahab Mirrokni and Ashwinkumar Badanidiyuru and Gang Fu}, title = {Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JelenicJTPS24, author = {Fran Jelenic and Josip Jukic and Martin Tutek and Mate Puljiz and Jan Snajder}, title = {Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jenssen24, author = {Robert Jenssen}, title = {{MAP} {IT} to Visualize Representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JeonJC00LP24, author = {Jinsung Jeon and Hyundong Jin and Jonghyun Choi and Sanghyun Hong and Dongeun Lee and Kookjin Lee and Noseong Park}, title = {{PAC-FNO:} Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JeongLYLHKS24, author = {Jongwon Jeong and Hoyeop Lee and Hyui Geon Yoon and Beomyoung Lee and Junhee Heo and Geonsoo Kim and Kim Jin Seon}, title = {iGraphMix: Input Graph Mixup Method for Node Classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JeongY24, author = {Hyeonho Jeong and Jong Chul Ye}, title = {Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JervakaniDAR24, author = {Mohammad Taha Teimuri Jervakani and Zahra Dehghanian and Gholamali Aminian and Hamid R. Rabiee}, title = {{KLCE:} Regularized Imbalance Node-classification Via KL-divergence and Cross-Entropy}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiGKXLL024, author = {Yuanfeng Ji and Chongjian Ge and Weikai Kong and Enze Xie and Zhengying Liu and Zhenguo Li and Ping Luo}, title = {Large Language Models as Automated Aligners for benchmarking Vision-Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiKWH24, author = {Haozhe Ji and Pei Ke and Hongning Wang and Minlie Huang}, title = {Language Model Decoding as Direct Metrics Optimization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiZHZG24, author = {Kaixuan Ji and Qingyue Zhao and Jiafan He and Weitong Zhang and Quanquan Gu}, title = {Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiaBJRDLN24, author = {Xiaogang Jia and Denis Blessing and Xinkai Jiang and Moritz Reuss and Atalay Donat and Rudolf Lioutikov and Gerhard Neumann}, title = {Towards Diverse Behaviors: {A} Benchmark for Imitation Learning with Human Demonstrations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiaG0L24, author = {Lin{-}Han Jia and Lan{-}Zhe Guo and Zhi Zhou and Yu{-}Feng Li}, title = {Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiaGYZCXYZZ024, author = {Chengxing Jia and Chenxiao Gao and Hao Yin and Fuxiang Zhang and Xiong{-}Hui Chen and Tian Xu and Lei Yuan and Zongzhang Zhang and Zhi{-}Hua Zhou and Yang Yu}, title = {Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiaZV24, author = {Yaning Jia and Chunhui Zhang and Soroush Vosoughi}, title = {Aligning Relational Learning with Lipschitz Fairness}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jiang000LZ024, author = {Xue Jiang and Feng Liu and Zhen Fang and Hong Chen and Tongliang Liu and Feng Zheng and Bo Han}, title = {Negative Label Guided {OOD} Detection with Pretrained Vision-Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jiang0GHY24, author = {Yanqin Jiang and Li Zhang and Jin Gao and Weiming Hu and Yao Yao}, title = {Consistent4D: Consistent 360{\textdegree} Dynamic Object Generation from Monocular Video}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jiang0ZH24, author = {Hanwen Jiang and Zhenyu Jiang and Yue Zhao and Qixing Huang}, title = {{LEAP:} Liberate Sparse-View 3D Modeling from Camera Poses}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangBK24, author = {Yiding Jiang and Christina Baek and J. Zico Kolter}, title = {On the Joint Interaction of Models, Data, and Features}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangCCWW24, author = {Wenyu Jiang and Hao Cheng and Mingcai Chen and Chongjun Wang and Hongxin Wei}, title = {{DOS:} Diverse Outlier Sampling for Out-of-Distribution Detection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangCXFD24, author = {Haozhe Jiang and Qiwen Cui and Zhihan Xiong and Maryam Fazel and Simon Shaolei Du}, title = {A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangCZLW024, author = {Xun Jiang and Zhuomin Chai and Yuxiang Zhao and Yibo Lin and Runsheng Wang and Ru Huang}, title = {CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangHZGLF024, author = {Yizhou Jiang and Kunlin Hu and Tianren Zhang and Haichuan Gao and Yuqian Liu and Ying Fang and Feng Chen}, title = {Spatio-Temporal Approximation: {A} Training-Free {SNN} Conversion for Transformers}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangL24, author = {Eric Hanchen Jiang and Andrew Lizarraga}, title = {{SDSRA:} {A} Skill-Driven Skill-Recombination Algorithm for Efficient Policy Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangLL024, author = {Meirui Jiang and Anjie Le and Xiaoxiao Li and Qi Dou}, title = {Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangXC024, author = {Pengcheng Jiang and Cao Xiao and Adam Cross and Jimeng Sun}, title = {GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangXRSLZ024, author = {Tingting Jiang and Qi Xu and Xuming Ran and Jiangrong Shen and Pan Lv and Qiang Zhang and Gang Pan}, title = {Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangXWLJGRT24, author = {Zhengyao Jiang and Yingchen Xu and Nolan Wagener and Yicheng Luo and Michael Janner and Edward Grefenstette and Tim Rockt{\"{a}}schel and Yuandong Tian}, title = {{H-GAP:} Humanoid Control with a Generalist Planner}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangZK24, author = {Enyi Jiang and Yibo Jacky Zhang and Sanmi Koyejo}, title = {Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangZL24, author = {Wei{-}Bang Jiang and Li{-}Ming Zhao and Bao{-}Liang Lu}, title = {Large Brain Model for Learning Generic Representations with Tremendous {EEG} Data in {BCI}}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiangZM0X24, author = {Haiyan Jiang and Vincent Zoonekynd and Giulia De Masi and Bin Gu and Huan Xiong}, title = {{TAB:} Temporal Accumulated Batch Normalization in Spiking Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jiao0LZ024, author = {Rui Jiao and Wenbing Huang and Yu Liu and Deli Zhao and Yang Liu}, title = {Space Group Constrained Crystal Generation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiaoZKPWKRSDMN24, author = {Yining Jiao and Carlton J. Zdanski and Julia S. Kimbell and Andrew Prince and Cameron Worden and Samuel Kirse and Christopher Rutter and Benjamin Shields and William Dunn and Jisan Mahmud and Marc Niethammer}, title = {{NAISR:} {A} 3D Neural Additive Model for Interpretable Shape Representation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JimenezYWYPPN24, author = {Carlos E. Jimenez and John Yang and Alexander Wettig and Shunyu Yao and Kexin Pei and Ofir Press and Karthik R. Narasimhan}, title = {SWE-bench: Can Language Models Resolve Real-world Github Issues?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jin0024, author = {Ruinan Jin and Shuai Li and Baoxiang Wang}, title = {On Stationary Point Convergence of PPO-Clip}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jin00HCD024, author = {Songyao Jin and Feng Xie and Guangyi Chen and Biwei Huang and Zhengming Chen and Xinshuai Dong and Kun Zhang}, title = {Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: {A} Practical Approach with Identifiability}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jin0LPSMDS24, author = {Zhijing Jin and Jiarui Liu and Zhiheng Lyu and Spencer Poff and Mrinmaya Sachan and Rada Mihalcea and Mona T. Diab and Bernhard Sch{\"{o}}lkopf}, title = {Can Large Language Models Infer Causation from Correlation?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jin0XCLTHCSMZOG24, author = {Yang Jin and Kun Xu and Kun Xu and Liwei Chen and Chao Liao and Jianchao Tan and Quzhe Huang and Bin Chen and Chengru Song and Dai Meng and Di Zhang and Wenwu Ou and Kun Gai and Yadong Mu}, title = {Unified Language-Vision Pretraining in {LLM} with Dynamic Discrete Visual Tokenization}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JinCDNCRD24, author = {Tian Jin and Nolan Clement and Xin Dong and Vaishnavh Nagarajan and Michael Carbin and Jonathan Ragan{-}Kelley and Gintare Karolina Dziugaite}, title = {The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JinKMTW24, author = {Jiashun Jin and Zheng Tracy Ke and Gabriel Moryoussef and Jiajun Tang and Jingming Wang}, title = {Improved algorithm and bounds for successive projection}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JingJB24, author = {Bowen Jing and Tommi S. Jaakkola and Bonnie Berger}, title = {Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JingLL0FFX024, author = {Yuheng Jing and Kai Li and Bingyun Liu and Yifan Zang and Haobo Fu and Qiang Fu and Junliang Xing and Jian Cheng}, title = {Towards Offline Opponent Modeling with In-context Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JiralerspongSVZ24, author = {Marco Jiralerspong and Bilun Sun and Danilo Vucetic and Tianyu Zhang and Yoshua Bengio and Gauthier Gidel and Nikolay Malkin}, title = {Expected flow networks in stochastic environments and two-player zero-sum games}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JohnsonPR24, author = {Emmeran Johnson and Ciara Pike{-}Burke and Patrick Rebeschini}, title = {Sample-Efficiency in Multi-Batch Reinforcement Learning: The Need for Dimension-Dependent Adaptivity}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JonesPSCMMAK24, author = {Erik Jones and Hamid Palangi and Clarisse Sim{\~{o}}es and Varun Chandrasekaran and Subhabrata Mukherjee and Arindam Mitra and Ahmed Hassan Awadallah and Ece Kamar}, title = {Teaching Language Models to Hallucinate Less with Synthetic Tasks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jordan24, author = {Keller Jordan}, title = {On the Variance of Neural Network Training with respect to Test Sets and Distributions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JorenMU24, author = {Hailey Joren and Charles T. Marx and Berk Ustun}, title = {Classification with Conceptual Safeguards}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JoshiVS24, author = {Nirmit Joshi and Gal Vardi and Nathan Srebro}, title = {Noisy Interpolation Learning with Shallow Univariate ReLU Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JuGS24, author = {Peizhong Ju and Arnob Ghosh and Ness B. Shroff}, title = {Achieving Fairness in Multi-Agent {MDP} Using Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JuKTGK24, author = {Ce Ju and Reinmar J. Kobler and Liyao Tang and Cuntai Guan and Motoaki Kawanabe}, title = {Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JuZBL024, author = {Xuan Ju and Ailing Zeng and Yuxuan Bian and Shaoteng Liu and Qiang Xu}, title = {PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Jung24, author = {Ji{-}Eun Jung}, title = {Investigating Representations for Vision And Touch in Contact Rich Robot Scooping Tasks}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/JungYAH24, author = {Whie Jung and Jaehoon Yoo and Sungjin Ahn and Seunghoon Hong}, title = {Learning to Compose: Improving Object Centric Learning by Injecting Compositionality}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KacprzykHBQS24, author = {Krzysztof Kacprzyk and Samuel Holt and Jeroen Berrevoets and Zhaozhi Qian and Mihaela van der Schaar}, title = {{ODE} Discovery for Longitudinal Heterogeneous Treatment Effects Inference}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KacprzykLS24, author = {Krzysztof Kacprzyk and Tennison Liu and Mihaela van der Schaar}, title = {Towards Transparent Time Series Forecasting}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KadkhodaieGSM24, author = {Zahra Kadkhodaie and Florentin Guth and Eero P. Simoncelli and St{\'{e}}phane Mallat}, title = {Generalization in diffusion models arises from geometry-adaptive harmonic representations}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KahlLZMJ24, author = {Kim{-}Celine Kahl and Carsten T. L{\"{u}}th and Maximilian Zenk and Klaus H. Maier{-}Hein and Paul F. Jaeger}, title = {ValUES: {A} Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KajitsukaS24, author = {Tokio Kajitsuka and Issei Sato}, title = {Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KalanK24, author = {Mohammadreza M. Kalan and Samory Kpotufe}, title = {Tight Rates in Supervised Outlier Transfer Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KalantidisSRWLC24, author = {Yannis Kalantidis and Mert B{\"{u}}lent Sariyildiz and Rafael S. Rezende and Philippe Weinzaepfel and Diane Larlus and Gabriela Csurka}, title = {Weatherproofing Retrieval for Localization with Generative {AI} and Geometric Consistency}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KallelBAD24, author = {Mahdi Kallel and Debabrota Basu and Riad Akrour and Carlo D'Eramo}, title = {Augmented Bayesian Policy Search}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KalraM0B24, author = {Suryam Arnav Kalra and Pabitra Mitra and Arindam Biswas and Biswajit Basu}, title = {Graph Expansion in Pruned Recurrent Neural Network Layers Preserves Performance}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KanatsoulisR24, author = {Charilaos I. Kanatsoulis and Alejandro Ribeiro}, title = {Counting Graph Substructures with Graph Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangBK24, author = {Ilmin Kang and HyounYoung Bae and Kangil Kim}, title = {Label-Focused Inductive Bias over Latent Object Features in Visual Classification}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangGL024, author = {Mintong Kang and Nezihe Merve G{\"{u}}rel and Linyi Li and Bo Li}, title = {{COLEP:} Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangHP24, author = {Hyunju Kang and Geonhee Han and Hogun Park}, title = {UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangJSJZDS024, author = {Feiyang Kang and Hoang Anh Just and Yifan Sun and Himanshu Jahagirdar and Yuanzhi Zhang and Rongxing Du and Anit Kumar Sahu and Ruoxi Jia}, title = {Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangSTL24, author = {Katie Kang and Amrith Setlur and Claire J. Tomlin and Sergey Levine}, title = {Deep Neural Networks Tend To Extrapolate Predictably}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangXMLT24, author = {Jian Kang and Yinglong Xia and Ross Maciejewski and Jiebo Luo and Hanghang Tong}, title = {Deceptive Fairness Attacks on Graphs via Meta Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangYKHY24, author = {Haeyong Kang and Jaehong Yoon and Dahyun Kim and Sung Ju Hwang and Chang D. Yoo}, title = {Progressive Fourier Neural Representation for Sequential Video Compilation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KangZDJLL0T24, author = {Qiyu Kang and Kai Zhao and Qinxu Ding and Feng Ji and Xuhao Li and Wenfei Liang and Yang Song and Wee Peng Tay}, title = {Unleashing the Potential of Fractional Calculus in Graph Neural Networks with {FROND}}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KapoorG24, author = {Kshitij Kapoor and Debayan Gupta}, title = {Non Parametric Aleatoric Uncertainty Quantification with Neural Networks}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KapustKHR24, author = {Paul Kapust and Monika Kwiatkowski and Olaf Hellwich and Patrik Reiske}, title = {Exploring Dimensional Collapse in Self-Supervised Video Representation Learning}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Karami24, author = {Mahdi Karami}, title = {HiGen: Hierarchical Graph Generative Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KarlasDIS0024, author = {Bojan Karlas and David Dao and Matteo Interlandi and Sebastian Schelter and Wentao Wu and Ce Zhang}, title = {Data Debugging with Shapley Importance over Machine Learning Pipelines}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Karniol-Tambour24, author = {Orren Karniol{-}Tambour and David M. Zoltowski and E. Mika Diamanti and Lucas Pinto and Carlos D. Brody and David W. Tank and Jonathan W. Pillow}, title = {Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KarthikRMA24, author = {Shyamgopal Karthik and Karsten Roth and Massimiliano Mancini and Zeynep Akata}, title = {Vision-by-Language for Training-Free Compositional Image Retrieval}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KarwowskiHBKGS24, author = {Jacek Karwowski and Oliver Hayman and Xingjian Bai and Klaus Kiendlhofer and Charlie Griffin and Joar Max Viktor Skalse}, title = {Goodhart's Law in Reinforcement Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KatzirPCL24, author = {Oren Katzir and Or Patashnik and Daniel Cohen{-}Or and Dani Lischinski}, title = {Noise-free Score Distillation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KaushikMKY24, author = {Prakhar Kaushik and Aayush Mishra and Adam Kortylewski and Alan L. Yuille}, title = {Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KeMY24, author = {Tsung{-}Wei Ke and Sangwoo Mo and Stella X. Yu}, title = {Learning Hierarchical Image Segmentation For Recognition and By Recognition}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KeZDS024, author = {Liyiming Ke and Yunchu Zhang and Abhay Deshpande and Siddhartha S. Srinivasa and Abhishek Gupta}, title = {{CCIL:} Continuity-Based Data Augmentation for Corrective Imitation Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KellerMSW24, author = {T. Anderson Keller and Lyle Muller and Terrence J. Sejnowski and Max Welling}, title = {Traveling Waves Encode The Recent Past and Enhance Sequence Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KeramatiME24, author = {Mahsa Keramati and Lili Meng and R. David Evans}, title = {ConR: Contrastive Regularizer for Deep Imbalanced Regression}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KesenPDCAPCFGEE24, author = {Ilker Kesen and Andrea Pedrotti and Mustafa Dogan and Michele Cafagna and Emre Can Acikgoz and Letitia Parcalabescu and Iacer Calixto and Anette Frank and Albert Gatt and Aykut Erdem and Erkut Erdem}, title = {ViLMA: {A} Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Keskinen24, author = {Santtu Keskinen}, title = {Hard {ASH:} Sparsity and the right optimizer make a continual learner}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/Khajehabdollahi24, author = {Sina Khajehabdollahi and Roxana Zeraati and Emmanouil Giannakakis and Tim Jakob Sch{\"{a}}fer and Georg Martius and Anna Levina}, title = {Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhakiP24, author = {Samir Khaki and Konstantinos N. Plataniotis}, title = {The Need for Speed: Pruning Transformers with One Recipe}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhanMS24, author = {Behraj Khan and Behroz Mirza and Tahir Syed}, title = {Causal Covariate Shift Correction using Fisher information penalty}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhanYSS24, author = {Mohammad Aflah Khan and Neemesh Yadav and Diksha Sethi and Raghav Sahni}, title = {The Duality of Hope: {A} Critical Examination of Controversial Annotations in HopeEDI}, booktitle = {Tiny Papers @ {ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhandelwalAB00B24, author = {Ashmit Khandelwal and Aditya Agrawal and Aanisha Bhattacharyya and Yaman Kumar and Somesh Singh and Uttaran Bhattacharya and Ishita Dasgupta and Stefano Petrangeli and Rajiv Ratn Shah and Changyou Chen and Balaji Krishnamurthy}, title = {Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhaniTSMH24, author = {Aliasghar Khani and Saeid Asgari Taghanaki and Aditya Sanghi and Ali Mahdavi{-}Amiri and Ghassan Hamarneh}, title = {SLiMe: Segment Like Me}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhannaLZMRBLE24, author = {Samar Khanna and Patrick Liu and Linqi Zhou and Chenlin Meng and Robin Rombach and Marshall Burke and David B. Lobell and Stefano Ermon}, title = {DiffusionSat: {A} Generative Foundation Model for Satellite Imagery}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhanovBL24, author = {Maxim Khanov and Jirayu Burapacheep and Yixuan Li}, title = {{ARGS:} Alignment as Reward-Guided Search}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhattabSMZSVHSJ24, author = {Omar Khattab and Arnav Singhvi and Paridhi Maheshwari and Zhiyuan Zhang and Keshav Santhanam and Sri Vardhamanan and Saiful Haq and Ashutosh Sharma and Thomas T. Joshi and Hanna Moazam and Heather Miller and Matei Zaharia and Christopher Potts}, title = {DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhodakCBT24, author = {Mikhail Khodak and Edmond Chow and Maria{-}Florina Balcan and Ameet Talwalkar}, title = {Learning to Relax: Setting Solver Parameters Across a Sequence of Linear System Instances}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KhromovS24, author = {Grigory Khromov and Sidak Pal Singh}, title = {Some Fundamental Aspects about Lipschitz Continuity of Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KianiLLJ024, author = {Bobak T. Kiani and Thien Le and Hannah Lawrence and Stefanie Jegelka and Melanie Weber}, title = {On the hardness of learning under symmetries}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimH24, author = {Minyoung Kim and Timothy M. Hospedales}, title = {A Hierarchical Bayesian Model for Few-Shot Meta Learning}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimJAGDSL24, author = {Kyuyoung Kim and Jongheon Jeong and Minyong An and Mohammad Ghavamzadeh and Krishnamurthy Dj Dvijotham and Jinwoo Shin and Kimin Lee}, title = {Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimJB024, author = {Dongjin Kim and Donggoo Jung and Sungyong Baik and Tae Hyun Kim}, title = {sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimK24, author = {Hoyong Kim and Kangil Kim}, title = {Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimKBLYS24, author = {Sunwoo Kim and Shinhwan Kang and Fanchen Bu and Soo Yong Lee and Jaemin Yoo and Kijung Shin}, title = {HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimKCLW24, author = {Juno Kim and Jaehyuk Kwon and Mincheol Cho and Hyunjong Lee and Joong{-}Ho Won}, title = {{\textdollar}t3{\textdollar}-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimKKY24, author = {Beomsu Kim and Gihyun Kwon and Kwanyoung Kim and Jong Chul Ye}, title = {Unpaired Image-to-Image Translation via Neural Schr{\"{o}}dinger Bridge}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimKLY24, author = {Taehyeon Kim and Joonkee Kim and Gihun Lee and Se{-}Young Yun}, title = {Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimKY24, author = {Pum Jun Kim and Seojun Kim and Jaejun Yoo}, title = {{STREAM:} Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
@inproceedings{DBLP:conf/iclr/KimL24, author = {Hyunho Kim and Jong{-}Seok Lee}, title = {Scalable Monotonic Neural Networks}, booktitle = {{ICLR}}, publisher = {OpenReview.net}, year = {2024} }
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