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Shanfeng Hu , Ying Huang : TOPOMA: Time-Series Orthogonal Projection Operator with Moving Average for Interpretable and Training-Free Anomaly Detection. PAKDD (1) 2024 : 53-65 share record
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Beth Lynn Nolen : Adventures in Teams Calls: Developing training on a short timeline to support IU's Teams Phone migration. SIGUCCS 2024 : 51 share record
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Gilad Cohen , Raja Giryes : Simple Post-Training Robustness using Test Time Augmentations and Random Forest. WACV 2024 : 3984-3994 share record
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Ruxue Wen , Hangjie Yuan , Dong Ni , Wenbo Xiao , Yaoyao Wu : From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation. WACV 2024 : 453-463 export record
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Soumyajit Chatterjee , Fahim Kawsar , Mohammad Malekzadeh : Poster: Test-time Training for Sensor Data Classification via Time-series Change Identification. HotMobile 2024 : 139 share record
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Huaiwen Zhang , Xinxin Liu , Qing Yang , Yang Yang , Fan Qi , Shengsheng Qian , Changsheng Xu : T3 RD: Test-Time Training for Rumor Detection on Social Media. WWW 2024 : 2407-2416 export record
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Yequan Zhao , Xian Xiao , Xinling Yu , Ziyue Liu , Zhixiong Chen , Geza Kurczveil , Raymond G. Beausoleil , Zheng Zhang : Real-Time FJ/MAC PDE Solvers via Tensorized, Back-Propagation-Free Optical PINN Training. CoRR abs/2401.00413 (2024 )export record
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Leon Scharwächter , Sebastian Otte : Representation Learning of Multivariate Time Series using Attention and Adversarial Training. CoRR abs/2401.01987 (2024 )export record
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Ridhima Bector , Abhay Aradhya , Chai Quek , Zinovi Rabinovich : Adaptive Discounting of Training Time Attacks. CoRR abs/2401.02652 (2024 )export record
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Y. Wang , D. Ma , D. Cai : With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation. CoRR abs/2401.11504 (2024 )export record
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Zexi Li , Zhiqi Li , Jie Lin , Tao Shen , Tao Lin , Chao Wu : Training-time Neuron Alignment through Permutation Subspace for Improving Linear Mode Connectivity and Model Fusion. CoRR abs/2402.01342 (2024 )export record
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Byung-Doh Oh , Shisen Yue , William Schuler : Frequency Explains the Inverse Correlation of Large Language Models' Size, Training Data Amount, and Surprisal's Fit to Reading Times. CoRR abs/2402.02255 (2024 )export record
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Jiaxiang Dong , Haixu Wu , Yuxuan Wang , Yunzhong Qiu , Li Zhang , Jianmin Wang , Mingsheng Long : TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling. CoRR abs/2402.02475 (2024 )export record
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Gerald Woo , Chenghao Liu , Akshat Kumar , Caiming Xiong , Silvio Savarese , Doyen Sahoo : Unified Training of Universal Time Series Forecasting Transformers. CoRR abs/2402.02592 (2024 )export record
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Cheng Feng , Long Huang , Denis Krompass : Only the Curve Shape Matters: Training Foundation Models for Zero-Shot Multivariate Time Series Forecasting through Next Curve Shape Prediction. CoRR abs/2402.07570 (2024 )export record
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Yunji Jung , Seokju Lee , Tair Djanibekov , Hyunjung Shim , Jong Chul Ye : Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing. CoRR abs/2402.08601 (2024 )export record
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Ziyang Song , Qincheng Lu , He Zhu , Yue Li : Bidirectional Generative Pre-training for Improving Time Series Representation Learning. CoRR abs/2402.09558 (2024 )export record
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Weihuang Liu , Xi Shen , Haolun Li , Xiuli Bi , Bo Liu , Chi-Man Pun , Xiaodong Cun : Depth-aware Test-Time Training for Zero-shot Video Object Segmentation. CoRR abs/2403.04258 (2024 )export record
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Hristo Papazov , Scott Pesme , Nicolas Flammarion : Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks. CoRR abs/2403.05293 (2024 )export record
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Daehee Park , Jaeseok Jeong , Sung-Hoon Yoon , Jaewoo Jeong , Kuk-Jin Yoon : T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory. CoRR abs/2403.10052 (2024 )export record
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Edward P. Chandler , Shirin Shoushtari , Jiaming Liu , M. Salman Asif , Ulugbek S. Kamilov : Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training. CoRR abs/2403.10374 (2024 )export record
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Lisa Weijler , Muhammad Jehanzeb Mirza , Leon Sick , Can Ekkazan , Pedro Hermosilla : TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models. CoRR abs/2403.11691 (2024 )export record
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Mingyue Cheng , Xiaoyu Tao , Qi Liu , Hao Zhang , Yiheng Chen , Chenyi Lei : Learning Transferable Time Series Classifier with Cross-Domain Pre-training from Language Model. CoRR abs/2403.12372 (2024 )export record
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Khiem Vuong , N. Dinesh Reddy , Robert Tamburo , Srinivasa G. Narasimhan : WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects under Occlusion. CoRR abs/2403.19022 (2024 )export record
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Huan Zhang , Yifan Chen , Eric Vanden-Eijnden , Benjamin Peherstorfer : Sequential-in-time training of nonlinear parametrizations for solving time-dependent partial differential equations. CoRR abs/2404.01145 (2024 )export record
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Simon Klüttermann , Emmanuel Müller : About Test-time training for outlier detection. CoRR abs/2404.03495 (2024 )export record
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Alex Costanzino , Pierluigi Zama Ramirez , Mirko Del Moro , Agostino Aiezzo , Giuseppe Lisanti , Samuele Salti , Luigi Di Stefano : Test Time Training for Industrial Anomaly Segmentation. CoRR abs/2404.03743 (2024 )export record
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Sri Harsha Dumpala , Chandramouli Shama Sastry , Rudolf Uher , Sageev Oore : Test-Time Training for Depression Detection. CoRR abs/2404.05071 (2024 )export record
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Johannes Burchert , Thorben Werner , Vijaya Krishna Yalavarthi , Diego Coello de Portugal , Maximilian Stubbemann , Lars Schmidt-Thieme : Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training. CoRR abs/2404.06966 (2024 )export record
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David Osowiechi , Gustavo Adolfo Vargas Hakim , Mehrdad Noori , Milad Cheraghalikhani , Ali Bahri , Moslem Yazdanpanah , Ismail Ben Ayed , Christian Desrosiers : NC-TTT: A Noise Contrastive Approach for Test-Time Training. CoRR abs/2404.08392 (2024 )