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2020 – today
- 2023
[j13]Junsuk Choe
, Seong Joon Oh, Sanghyuk Chun, Seungho Lee, Zeynep Akata, Hyunjung Shim:
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1732-1748 (2023)- [j12]A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval With Natural Language Queries: A Benchmark Study. IEEE Trans. Multim. 25: 2675-2685 (2023) - [c78]Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata:
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CVPR Workshops 2023: 2585-2595 - [c77]Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee:
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification. CVPR 2023: 3408-3417 - [c76]Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg:
The Manifold Hypothesis for Gradient-Based Explanations. CVPR Workshops 2023: 3697-3702 - [c75]Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt:
Disentanglement of Correlated Factors via Hausdorff Factorized Support. ICLR 2023 - [c74]Vikrant Rangnekar, Uddeshya Upadhyay, Zeynep Akata, Biplab Banerjee:
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution. UAI 2023: 1707-1717 - [c73]Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele:
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. WACV 2023: 5967-5976 - [i111]Uddeshya Upadhyay, Jae-Myung Kim, Cordelia Schmid, Bernhard Schölkopf, Zeynep Akata:
Posterior Annealing: Fast Calibrated Uncertainty for Regression. CoRR abs/2302.11012 (2023) - [i110]Youngwook Kim, Jae-Myung Kim, Jieun Jeong, Cordelia Schmid, Zeynep Akata, Jungwoo Lee:
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification. CoRR abs/2304.01804 (2023) - [i109]Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata:
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CoRR abs/2304.03391 (2023) - [i108]Julian Coda-Forno, Kristin Witte, Akshay K. Jagadish, Marcel Binz, Zeynep Akata, Eric Schulz:
Inducing anxiety in large language models increases exploration and bias. CoRR abs/2304.11111 (2023) - [i107]Julian Coda-Forno, Marcel Binz, Zeynep Akata, Matthew M. Botvinick, Jane X. Wang, Eric Schulz:
Meta-in-context learning in large language models. CoRR abs/2305.12907 (2023) - [i106]Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata:
If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection. CoRR abs/2305.13308 (2023) - [i105]Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto, Eric Schulz, Zeynep Akata:
In-Context Impersonation Reveals Large Language Models' Strengths and Biases. CoRR abs/2305.14930 (2023) - [i104]Vikrant Rangnekar, Uddeshya Upadhyay, Zeynep Akata, Biplab Banerjee:
USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution. CoRR abs/2305.17520 (2023) - [i103]Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata:
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. CoRR abs/2306.07282 (2023) - [i102]Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata:
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models. CoRR abs/2307.00398 (2023) - [i101]Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke:
Addressing caveats of neural persistence with deep graph persistence. CoRR abs/2307.10865 (2023) - [i100]Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata:
Image-free Classifier Injection for Zero-Shot Classification. CoRR abs/2308.10599 (2023) - [i99]Meghal Dani, Isabel Rio-Torto, Stephan Alaniz, Zeynep Akata:
DeViL: Decoding Vision features into Language. CoRR abs/2309.01617 (2023) - [i98]Stephan Alaniz, Massimiliano Mancini, Zeynep Akata:
Iterative Superquadric Recomposition of 3D Objects from Multiple Views. CoRR abs/2309.02102 (2023) - [i97]Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cássio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos:
PDiscoNet: Semantically consistent part discovery for fine-grained recognition. CoRR abs/2309.03173 (2023) - [i96]Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Text-to-feature diffusion for audio-visual few-shot learning. CoRR abs/2309.03869 (2023) - [i95]Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata:
Video-adverb retrieval with compositional adverb-action embeddings. CoRR abs/2309.15086 (2023) - [i94]Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata:
Vision-by-Language for Training-Free Compositional Image Retrieval. CoRR abs/2310.09291 (2023) - [i93]Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta:
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships. CoRR abs/2310.15999 (2023) - [i92]Karsten Roth, Lukas Thede, Almut Sophia Koepke, Oriol Vinyals, Olivier J. Hénaff, Zeynep Akata:
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model. CoRR abs/2310.17653 (2023) - [i91]Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata:
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language. CoRR abs/2311.05043 (2023) - [i90]Leonard Salewski, Stefan Fauth, A. Sophia Koepke, Zeynep Akata:
Zero-shot audio captioning with audio-language model guidance and audio context keywords. CoRR abs/2311.08396 (2023) - [i89]Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis:
Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation. CoRR abs/2311.15100 (2023) - 2022
- [j11]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Any-Shot Learning. Int. J. Comput. Vis. 130(7): 1735-1753 (2022) - [j10]Ushasi Chaudhuri, Ruchika Chavan, Biplab Banerjee, Anjan Dutta, Zeynep Akata:
BDA-SketRet: Bi-level domain adaptation for zero-shot SBIR. Neurocomputing 514: 245-255 (2022) - [j9]Yongqin Xian, Bruno Korbar, Matthijs Douze, Lorenzo Torresani, Bernt Schiele, Zeynep Akata:
Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 8949-8961 (2022) - [j8]Diego Marcos, Aike Potze, Wenjia Xu, Devis Tuia, Zeynep Akata:
Attribute Prediction as Multiple Instance Learning. Trans. Mach. Learn. Res. 2022 (2022) - [c72]Yongqin Xian, Julian Chibane, Bharat Lal Bhatnagar, Bernt Schiele, Zeynep Akata, Gerard Pons-Moll:
Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes. 3DV 2022: 526-535 - [c71]Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta:
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval. BMVC 2022: 499 - [c70]Yuchen Ma, Yanbei Chen, Zeynep Akata:
Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment. BMVC 2022: 973 - [c69]Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger:
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRL 2022: 459-470 - [c68]Samarth Sinha, Karsten Roth, Anirudh Goyal, Marzyeh Ghassemi, Zeynep Akata, Hugo Larochelle, Animesh Garg:
Uniform Priors for Data-Efficient Learning. CVPR Workshops 2022: 4016-4027 - [c67]Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata:
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization. CVPR Workshops 2022: 4164-4173 - [c66]Stephan Alaniz, Marco Federici, Zeynep Akata:
Compositional Mixture Representations for Vision and Text. CVPR Workshops 2022: 4201-4210 - [c65]Neculai Andrei, Yanbei Chen, Zeynep Akata:
Probabilistic Compositional Embeddings for Multimodal Image Retrieval. CVPR Workshops 2022: 4546-4556 - [c64]Karsten Roth, Oriol Vinyals, Zeynep Akata:
Non-isotropy Regularization for Proxy-based Deep Metric Learning. CVPR 2022: 7410-7420 - [c63]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CVPR 2022: 9306-9315 - [c62]Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata:
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning. CVPR 2022: 9326-9335 - [c61]Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata:
Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language. CVPR 2022: 10543-10553 - [c60]Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee:
Large Loss Matters in Weakly Supervised Multi-Label Classification. CVPR 2022: 14136-14145 - [c59]Karsten Roth, Oriol Vinyals, Zeynep Akata:
Integrating Language Guidance into Vision-based Deep Metric Learning. CVPR 2022: 16156-16168 - [c58]Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata:
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks. ECCV (12) 2022: 299-317 - [c57]Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata:
Abstracting Sketches Through Simple Primitives. ECCV (29) 2022: 396-412 - [c56]Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci:
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. ECCV (26) 2022: 435-454 - [c55]Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning. ECCV (20) 2022: 488-505 - [c54]Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta:
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators. NeurIPS 2022 - [i88]Ushasi Chaudhuri, Ruchika Chavhan, Biplab Banerjee, Anjan Dutta, Zeynep Akata:
BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR. CoRR abs/2201.06570 (2022) - [i87]Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata:
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language. CoRR abs/2203.03598 (2022) - [i86]Karsten Roth, Oriol Vinyals, Zeynep Akata:
Integrating Language Guidance into Vision-based Deep Metric Learning. CoRR abs/2203.08543 (2022) - [i85]Karsten Roth, Oriol Vinyals, Zeynep Akata:
Non-isotropy Regularization for Proxy-based Deep Metric Learning. CoRR abs/2203.08547 (2022) - [i84]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. CoRR abs/2203.10444 (2022) - [i83]Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata:
Attribute Prototype Network for Any-Shot Learning. CoRR abs/2204.01208 (2022) - [i82]Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata:
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. CoRR abs/2204.02380 (2022) - [i81]Neculai Andrei, Yanbei Chen, Zeynep Akata:
Probabilistic Compositional Embeddings for Multimodal Image Retrieval. CoRR abs/2204.05845 (2022) - [i80]Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata:
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization. CoRR abs/2204.13091 (2022) - [i79]Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata:
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning. CoRR abs/2205.06784 (2022) - [i78]Youngwook Kim, Jae-Myung Kim, Zeynep Akata, Jungwoo Lee:
Large Loss Matters in Weakly Supervised Multi-Label Classification. CoRR abs/2206.03740 (2022) - [i77]Stephan Alaniz, Marco Federici, Zeynep Akata:
Compositional Mixture Representations for Vision and Text. CoRR abs/2206.06404 (2022) - [i76]Sebastian Bordt, Uddeshya Upadhyay, Zeynep Akata, Ulrike von Luxburg:
The Manifold Hypothesis for Gradient-Based Explanations. CoRR abs/2206.07387 (2022) - [i75]Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci:
A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning. CoRR abs/2207.03784 (2022) - [i74]Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata:
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks. CoRR abs/2207.06873 (2022) - [i73]Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Temporal and cross-modal attention for audio-visual zero-shot learning. CoRR abs/2207.09966 (2022) - [i72]Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata:
Abstracting Sketches through Simple Primitives. CoRR abs/2207.13543 (2022) - [i71]Yanbei Chen, Massimiliano Mancini, Xiatian Zhu, Zeynep Akata:
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey. CoRR abs/2208.11296 (2022) - [i70]Stephan Alaniz, Thomas Hummel, Zeynep Akata:
Semantic Image Synthesis with Semantically Coupled VQ-Model. CoRR abs/2209.02536 (2022) - [i69]Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta:
Relational Proxies: Emergent Relationships as Fine-Grained Discriminators. CoRR abs/2210.02149 (2022) - [i68]Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt:
Disentanglement of Correlated Factors via Hausdorff Factorized Support. CoRR abs/2210.07347 (2022) - [i67]Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta:
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval. CoRR abs/2210.10486 (2022) - [i66]Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger:
PlanT: Explainable Planning Transformers via Object-Level Representations. CoRR abs/2210.14222 (2022) - [i65]Zafir Stojanovski, Karsten Roth, Zeynep Akata:
Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning. CoRR abs/2211.03186 (2022) - [i64]Yuchen Ma, Yanbei Chen, Zeynep Akata:
Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment. CoRR abs/2211.13264 (2022) - [i63]Anurag Das, Yongqin Xian, Yang He, Zeynep Akata, Bernt Schiele:
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. CoRR abs/2212.07911 (2022) - 2021
- [j7]Zeynep Akata, Andreas Geiger, Torsten Sattler:
Computer Vision and Pattern Recognition 2020. Int. J. Comput. Vis. 129(12): 3169-3170 (2021) - [c53]Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith:
Conditional De-Identification of 3D Magnetic Resonance Images. BMVC 2021: 86 - [c52]Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci:
Human Attention in Fine-grained Classification. BMVC 2021: 150 - [c51]Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo:
Prototype-based Incremental Few-Shot Segmentation. BMVC 2021: 155 - [c50]Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata:
Learning Graph Embeddings for Compositional Zero-Shot Learning. CVPR 2021: 953-962 - [c49]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo:
A Closer Look at Self-Training for Zero-Label Semantic Segmentation. CVPR Workshops 2021: 2693-2702 - [c48]Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata:
Open World Compositional Zero-Shot Learning. CVPR 2021: 5222-5230 - [c47]Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata:
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CVPR 2021: 7016-7025 - [c46]Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata:
Learning Decision Trees Recurrently Through Communication. CVPR 2021: 13518-13527 - [c45]Anurag Das, Yongqin Xian, Yang He, Bernt Schiele, Zeynep Akata:
(SP)2Net for Generalized Zero-Label Semantic Segmentation. GCPR 2021: 235-249 - [c44]Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz:
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks. ICCV 2021: 1224-1234 - [c43]Jae-Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh:
Keep CALM and Improve Visual Feature Attribution. ICCV 2021: 8330-8340 - [c42]Anjan Dutta, Massimiliano Mancini, Zeynep Akata:
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning. ICCVW 2021: 2189-2198 - [c41]Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval with Natural Language Queries. Interspeech 2021: 2411-2415 - [c40]Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata:
Uncertainty-Guided Progressive GANs for Medical Image Translation. MICCAI (3) 2021: 614-624 - [c39]Sarkhan Badirli, Zeynep Akata, George O. Mohler, Christine Picard, Murat Dundar:
Fine-Grained Zero-Shot Learning with DNA as Side Information. NeurIPS 2021: 19352-19362 - [c38]Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata:
Robustness via Uncertainty-aware Cycle Consistency. NeurIPS 2021: 28261-28273 - [e1]Zeynep Akata, Andreas Geiger, Torsten Sattler:
Pattern Recognition - 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 - October 1, 2020, Proceedings. Lecture Notes in Computer Science 12544, Springer 2021, ISBN 978-3-030-71277-8 [contents] - [i62]Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata:
Open World Compositional Zero-Shot Learning. CoRR abs/2101.12609 (2021) - [i61]Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata:
Learning Graph Embeddings for Compositional Zero-shot Learning. CoRR abs/2102.01987 (2021) - [i60]Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata:
Uncertainty-aware Generalized Adaptive CycleGAN. CoRR abs/2102.11747 (2021) - [i59]Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata:
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CoRR abs/2104.10955 (2021) - [i58]Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo:
A Closer Look at Self-training for Zero-Label Semantic Segmentation. CoRR abs/2104.11692 (2021) - [i57]Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata:
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. CoRR abs/2105.01017 (2021) - [i56]Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata:
Where and When: Space-Time Attention for Audio-Visual Explanations. CoRR abs/2105.01517 (2021) - [i55]Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie:
Audio Retrieval with Natural Language Queries. CoRR abs/2105.02192 (2021) - [i54]Maxime Kayser, Oana-Maria Camburu, Leonard Salewski, Cornelius Emde, Virginie Do, Zeynep Akata, Thomas Lukasiewicz:
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks. CoRR abs/2105.03761 (2021) - [i53]Jae-Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh:
Keep CALM and Improve Visual Feature Attribution. CoRR abs/2106.07861 (2021) - [i52]Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata:
Uncertainty-Guided Progressive GANs for Medical Image Translation. CoRR abs/2106.15542 (2021) - [i51]Anjan Dutta, Massimiliano Mancini, Zeynep Akata:
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning. CoRR abs/2108.08562 (2021) - [i50]Sarkhan Badirli, Zeynep Akata, George O. Mohler, Christine Picard, Murat Dundar:
Fine-Grained Zero-Shot Learning with DNA as Side Information. CoRR abs/2109.14133 (2021) - [i49]Lennart Alexander Van der Goten, Tobias Hepp, Zeynep Akata, Kevin Smith:
Conditional De-Identification of 3D Magnetic Resonance Images. CoRR abs/2110.09927 (2021) - [i48]Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata:
Robustness via Uncertainty-aware Cycle Consistency. CoRR abs/2110.12467 (2021) - [i47]Yao Rong, Wenjia Xu, Zeynep Akata, Enkelejda Kasneci:
Human Attention in Fine-grained Classification. CoRR abs/2111.01628 (2021) - [i46]