Title
AugLoss: A Robust Augmentation-based Fine Tuning Methodology Kyle Otstot J. Cava Tyler Sypherd Lalitha Sankar 139 0 0 05 Jun 2022
(Im)possibility of Collective Intelligence Krikamol Muandet 527 6 0 05 Jun 2022
MaxStyle: Adversarial Style Composition for Robust Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Chong Chen Zeju Li Cheng Ouyang Matthew Sinclair Wenjia Bai Daniel Rueckert OOD 221 45 0 02 Jun 2022
Learning Invariant Visual Representations for Compositional Zero-Shot LearningEuropean Conference on Computer Vision (ECCV), 2022 Tian Zhang Kongming Liang Ruoyi Du Xian Sun Zhanyu Ma Jun Guo CoGe BDL 377 44 0 01 Jun 2022
Evolving Domain Generalization Wei Wang Gezheng Xu Ruizhi Pu Jiaqi Li Fan Zhou Changjian Shui Charles Ling Christian Gagné Boyu Wang OOD 224 3 0 31 May 2022
Teaching Models to Express Their Uncertainty in Words Stephanie C. Lin Jacob Hilton Owain Evans OOD 471 535 0 28 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural NetworksInternational Conference on Learning Representations (ICLR), 2022 Guangji Bai Ling-Hao Chen Bo Pan OOD AI4TS AI4CE 166 38 0 21 May 2022
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection Bingzhe Wu Jintang Li Junchi Yu Yatao Bian Hengtong Zhang ... Guangyu Sun Peng Cui Zibin Zheng Yanfeng Guo P. Zhao OOD 263 29 0 20 May 2022
Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation SystemsInternational Conference on Learning Representations (ICLR), 2022 Yewen Fan Nian Si Kun Zhang 243 5 0 19 May 2022
Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi Laura J. Culp Jan Freyberg Basil Mustafa Sebastien Baur ... Geoffrey E. Hinton N. Houlsby Alan Karthikesalingam Mohammad Norouzi Vivek Natarajan OOD 195 69 0 19 May 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Md Arafat Sultan Avirup Sil Radu Florian OOD 251 8 0 15 May 2022
Evaluation Gaps in Machine Learning PracticeConference on Fairness, Accountability and Transparency (FAccT), 2022 Ben Hutchinson Negar Rostamzadeh Christina Greer Katherine A. Heller Vinodkumar Prabhakaran ELM 271 74 0 11 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization Weiyi Yu Zhizhong Huang Junping Zhang Hongming Shan OOD MedIm 166 31 0 09 May 2022
Benchmarking Domain Generalization on EEG-based Emotion Recognition Yan Li Hao Chen Jake Zhao Haolan Zhang Jinpeng Li OOD 145 7 0 18 Apr 2022
NICO++: Towards Better Benchmarking for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 Xingxuan Zhang Linjun Zhou Renzhe Xu Haoxin Liu Zheyan Shen Peng Cui OOD 266 99 0 17 Apr 2022
Local Feature Swapping for Generalization in Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2022 David Bertoin Emmanuel Rachelson OOD 197 16 0 13 Apr 2022
Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective Ming-Yu Liu Jia Pan Zifei Yan W. Zuo Lei Zhang OOD 155 3 0 04 Apr 2022
Simplicial Embeddings in Self-Supervised Learning and Downstream ClassificationInternational Conference on Learning Representations (ICLR), 2022 Samuel Lavoie Christos Tsirigotis Max Schwarzer Ankit Vani Michael Noukhovitch Kenji Kawaguchi Rameswar Panda SSL 177 25 0 01 Apr 2022
CADG: A Model Based on Cross Attention for Domain Generalization Chengqiu Dai Yingqiao Lin Fan Li Xiyao Li Don Xie OOD 113 4 0 31 Mar 2022
On the Road to Online Adaptation for Semantic Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 171 31 0 30 Mar 2022
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A surveyIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2022 Wenjun Xia Hongming Shan Ge Wang Yi Zhang OOD AI4CE 125 39 0 29 Mar 2022
Towards Domain Generalization in Object Detection Xingxuan Zhang Zekai Xu Renzhe Xu Tianyu Wang Peng Cui Weitao Wan Chong Sun Chen Li ObjD OOD 202 30 0 27 Mar 2022
Compound Domain Generalization via Meta-Knowledge EncodingComputer Vision and Pattern Recognition (CVPR), 2022 Chaoqi Chen Jiongcheng Li Xiaoguang Han Xiaoqing Liu Yizhou Yu AI4CE 226 68 0 24 Mar 2022
Out-of-distribution Generalization with Causal Invariant TransformationsComputer Vision and Pattern Recognition (CVPR), 2022 Ruoyu Wang Mingyang Yi Zhitang Chen Shengyu Zhu OOD OODD 212 78 0 22 Mar 2022
Emulating Quantum Dynamics with Neural Networks via Knowledge DistillationFrontiers in Materials (Front. Mater.), 2022 Yu Yao C. Cao S. Haas Mahak Agarwal Divya Khanna M. Abram 211 4 0 19 Mar 2022
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Jean-Christophe Gagnon-Audet Kartik Ahuja Mohammad Javad Darvishi Bayazi Pooneh Mousavi G. Dumas Irina Rish OOD CML AI4TS 250 40 0 18 Mar 2022
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Hao Ding Jintan Zhang Peter Kazanzides Jinlin Wu Mathias Unberath 229 20 0 15 Mar 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 Yabin Zhang Minghan Li Ruihuang Li Kui Jia Lei Zhang OOD 323 215 0 15 Mar 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal GrainsComputer Vision and Pattern Recognition (CVPR), 2022 Lei Fan Yiwen Ding Dongdong Fan Donglin Di Maurice Pagnucco Yang Song AI4TS 175 33 0 10 Mar 2022
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Yongxing Dai Yifan Sun Jun Liu Zekun Tong Yi Yang Ling-yu Duan 162 13 0 03 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation LearningComputer Vision and Pattern Recognition (CVPR), 2022 Zhi Hou B. Yu Dacheng Tao ViT 234 78 0 03 Mar 2022
Healthsheet: Development of a Transparency Artifact for Health DatasetsConference on Fairness, Accountability and Transparency (FAccT), 2022 Negar Rostamzadeh Diana Mincu Subhrajit Roy A. Smart Lauren Wilcox Mahima Pushkarna Jessica Schrouff Razvan Amironesei Nyalleng Moorosi Katherine A. Heller 198 75 0 26 Feb 2022
Combating Distribution Shift for Accurate Time Series Forecasting via HypernetworksInternational Conference on Parallel and Distributed Systems (ICPADS), 2022 Wenying Duan Xiaoxi He Lu Zhou Lothar Thiele Hong Rao TTA AI4TS 187 17 0 22 Feb 2022
Out-Of-Distribution Generalization on Graphs: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 372 118 0 16 Feb 2022
Recent Advances in Reliable Deep Graph Learning: Inherent Noise, Distribution Shift, and Adversarial Attack Jintang Li Bingzhe Wu Chengbin Hou Guoji Fu Yatao Bian Liang Chen Junzhou Huang Zibin Zheng OOD AAML 272 9 0 15 Feb 2022
Uncertainty Modeling for Out-of-Distribution GeneralizationInternational Conference on Learning Representations (ICLR), 2022 Xiaotong Li Yongxing Dai Yixiao Ge Jun Liu Ying Shan Ling-Yu Duan OODD OOD 268 220 0 08 Feb 2022
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks Lang Liu M. M. Fard Sen Zhao OOD 187 5 0 04 Feb 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settingsNeural Information Processing Systems (NeurIPS), 2022 Jessica Schrouff Natalie Harris Oluwasanmi Koyejo Ibrahim Alabdulmohsin Eva Schnider ... Vivek Natarajan Alan Karthikesalingam Katherine A. Heller Silvia Chiappa Alexander DÁmour OOD 408 67 0 02 Feb 2022
Generalizing to New Physical Systems via Context-Informed Dynamics ModelInternational Conference on Machine Learning (ICML), 2022 Matthieu Kirchmeyer Yuan Yin Jérémie Donà Nicolas Baskiotis A. Rakotomamonjy Patrick Gallinari OOD AI4CE 203 49 0 01 Feb 2022
Provable Domain Generalization via Invariant-Feature Subspace RecoveryInternational Conference on Machine Learning (ICML), 2022 Haoxiang Wang Haozhe Si Yue Liu Han Zhao OOD 296 37 0 30 Jan 2022
Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study Lidia Garrucho Kaisar Kushibar Socayna Jouide Oliver Díaz Laura Igual Karim Lekadir OOD 186 12 0 27 Jan 2022
Conditional entropy minimization principle for learning domain invariant representation featuresInternational Conference on Pattern Recognition (ICPR), 2022 Thuan Q. Nguyen Boyang Lyu Prakash Ishwar matthias. scheutz Shuchin Aeron OOD 173 8 0 25 Jan 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and InteractionACM Multimedia (ACM MM), 2022 Jing-Yi Wang Ruoyi Du Dongliang Chang Kongming Liang Zhanyu Ma OOD 234 58 0 20 Jan 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot GeneralizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM LRM AI4CE 151 72 0 18 Jan 2022
Parameter-free Online Test-time AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Malik Boudiaf Romain Mueller Ismail Ben Ayed Luca Bertinetto TTA 240 193 0 15 Jan 2022
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Kowshik Thopalli Sameeksha Katoch Pavan Turaga Jayaraman J. Thiagarajan OOD 128 0 0 17 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 372 30 0 16 Dec 2021
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection Alexander Lehner Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt M. N. Mahani Nassir Navab Benjamin Busam F. Tombari 3DPC 150 63 0 09 Dec 2021
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao OOD AI4CE 240 10 0 07 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 222 43 0 06 Dec 2021

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Generalizing to Unseen Domains: A Survey on Domain Generalization

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021

2 March 2021

Papers citing "Generalizing to Unseen Domains: A Survey on Domain Generalization"

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Title
AugLoss: A Robust Augmentation-based Fine Tuning Methodology Kyle Otstot J. Cava Tyler Sypherd Lalitha Sankar 139 0 0 05 Jun 2022
(Im)possibility of Collective Intelligence Krikamol Muandet 527 6 0 05 Jun 2022
MaxStyle: Adversarial Style Composition for Robust Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Chong Chen Zeju Li Cheng Ouyang Matthew Sinclair Wenjia Bai Daniel Rueckert OOD 221 45 0 02 Jun 2022
Learning Invariant Visual Representations for Compositional Zero-Shot LearningEuropean Conference on Computer Vision (ECCV), 2022 Tian Zhang Kongming Liang Ruoyi Du Xian Sun Zhanyu Ma Jun Guo CoGe BDL 377 44 0 01 Jun 2022
Evolving Domain Generalization Wei Wang Gezheng Xu Ruizhi Pu Jiaqi Li Fan Zhou Changjian Shui Charles Ling Christian Gagné Boyu Wang OOD 224 3 0 31 May 2022
Teaching Models to Express Their Uncertainty in Words Stephanie C. Lin Jacob Hilton Owain Evans OOD 471 535 0 28 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural NetworksInternational Conference on Learning Representations (ICLR), 2022 Guangji Bai Ling-Hao Chen Bo Pan OOD AI4TS AI4CE 166 38 0 21 May 2022
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection Bingzhe Wu Jintang Li Junchi Yu Yatao Bian Hengtong Zhang ... Guangyu Sun Peng Cui Zibin Zheng Yanfeng Guo P. Zhao OOD 263 29 0 20 May 2022
Calibration Matters: Tackling Maximization Bias in Large-scale Advertising Recommendation SystemsInternational Conference on Learning Representations (ICLR), 2022 Yewen Fan Nian Si Kun Zhang 243 5 0 19 May 2022
Robust and Efficient Medical Imaging with Self-Supervision Shekoofeh Azizi Laura J. Culp Jan Freyberg Basil Mustafa Sebastien Baur ... Geoffrey E. Hinton N. Houlsby Alan Karthikesalingam Mohammad Norouzi Vivek Natarajan OOD 195 69 0 19 May 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Md Arafat Sultan Avirup Sil Radu Florian OOD 251 8 0 15 May 2022
Evaluation Gaps in Machine Learning PracticeConference on Fairness, Accountability and Transparency (FAccT), 2022 Ben Hutchinson Negar Rostamzadeh Christina Greer Katherine A. Heller Vinodkumar Prabhakaran ELM 271 74 0 11 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization Weiyi Yu Zhizhong Huang Junping Zhang Hongming Shan OOD MedIm 166 31 0 09 May 2022
Benchmarking Domain Generalization on EEG-based Emotion Recognition Yan Li Hao Chen Jake Zhao Haolan Zhang Jinpeng Li OOD 145 7 0 18 Apr 2022
NICO++: Towards Better Benchmarking for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 Xingxuan Zhang Linjun Zhou Renzhe Xu Haoxin Liu Zheyan Shen Peng Cui OOD 266 99 0 17 Apr 2022
Local Feature Swapping for Generalization in Reinforcement LearningInternational Conference on Learning Representations (ICLR), 2022 David Bertoin Emmanuel Rachelson OOD 197 16 0 13 Apr 2022
Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective Ming-Yu Liu Jia Pan Zifei Yan W. Zuo Lei Zhang OOD 155 3 0 04 Apr 2022
Simplicial Embeddings in Self-Supervised Learning and Downstream ClassificationInternational Conference on Learning Representations (ICLR), 2022 Samuel Lavoie Christos Tsirigotis Max Schwarzer Ankit Vani Michael Noukhovitch Kenji Kawaguchi Rameswar Panda SSL 177 25 0 01 Apr 2022
CADG: A Model Based on Cross Attention for Domain Generalization Chengqiu Dai Yingqiao Lin Fan Li Xiyao Li Don Xie OOD 113 4 0 31 Mar 2022
On the Road to Online Adaptation for Semantic Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 171 31 0 30 Mar 2022
Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A surveyIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2022 Wenjun Xia Hongming Shan Ge Wang Yi Zhang OOD AI4CE 125 39 0 29 Mar 2022
Towards Domain Generalization in Object Detection Xingxuan Zhang Zekai Xu Renzhe Xu Tianyu Wang Peng Cui Weitao Wan Chong Sun Chen Li ObjD OOD 202 30 0 27 Mar 2022
Compound Domain Generalization via Meta-Knowledge EncodingComputer Vision and Pattern Recognition (CVPR), 2022 Chaoqi Chen Jiongcheng Li Xiaoguang Han Xiaoqing Liu Yizhou Yu AI4CE 226 68 0 24 Mar 2022
Out-of-distribution Generalization with Causal Invariant TransformationsComputer Vision and Pattern Recognition (CVPR), 2022 Ruoyu Wang Mingyang Yi Zhitang Chen Shengyu Zhu OOD OODD 212 78 0 22 Mar 2022
Emulating Quantum Dynamics with Neural Networks via Knowledge DistillationFrontiers in Materials (Front. Mater.), 2022 Yu Yao C. Cao S. Haas Mahak Agarwal Divya Khanna M. Abram 211 4 0 19 Mar 2022
WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series Jean-Christophe Gagnon-Audet Kartik Ahuja Mohammad Javad Darvishi Bayazi Pooneh Mousavi G. Dumas Irina Rish OOD CML AI4TS 250 40 0 18 Mar 2022
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Hao Ding Jintan Zhang Peter Kazanzides Jinlin Wu Mathias Unberath 229 20 0 15 Mar 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2022 Yabin Zhang Minghan Li Ruihuang Li Kui Jia Lei Zhang OOD 323 215 0 15 Mar 2022
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal GrainsComputer Vision and Pattern Recognition (CVPR), 2022 Lei Fan Yiwen Ding Dongdong Fan Donglin Di Maurice Pagnucco Yang Song AI4TS 175 33 0 10 Mar 2022
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Yongxing Dai Yifan Sun Jun Liu Zekun Tong Yi Yang Ling-yu Duan 162 13 0 03 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation LearningComputer Vision and Pattern Recognition (CVPR), 2022 Zhi Hou B. Yu Dacheng Tao ViT 234 78 0 03 Mar 2022
Healthsheet: Development of a Transparency Artifact for Health DatasetsConference on Fairness, Accountability and Transparency (FAccT), 2022 Negar Rostamzadeh Diana Mincu Subhrajit Roy A. Smart Lauren Wilcox Mahima Pushkarna Jessica Schrouff Razvan Amironesei Nyalleng Moorosi Katherine A. Heller 198 75 0 26 Feb 2022
Combating Distribution Shift for Accurate Time Series Forecasting via HypernetworksInternational Conference on Parallel and Distributed Systems (ICPADS), 2022 Wenying Duan Xiaoxi He Lu Zhou Lothar Thiele Hong Rao TTA AI4TS 187 17 0 22 Feb 2022
Out-Of-Distribution Generalization on Graphs: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 372 118 0 16 Feb 2022
Recent Advances in Reliable Deep Graph Learning: Inherent Noise, Distribution Shift, and Adversarial Attack Jintang Li Bingzhe Wu Chengbin Hou Guoji Fu Yatao Bian Liang Chen Junzhou Huang Zibin Zheng OOD AAML 272 9 0 15 Feb 2022
Uncertainty Modeling for Out-of-Distribution GeneralizationInternational Conference on Learning Representations (ICLR), 2022 Xiaotong Li Yongxing Dai Yixiao Ge Jun Liu Ying Shan Ling-Yu Duan OODD OOD 268 220 0 08 Feb 2022
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks Lang Liu M. M. Fard Sen Zhao OOD 187 5 0 04 Feb 2022
Diagnosing failures of fairness transfer across distribution shift in real-world medical settingsNeural Information Processing Systems (NeurIPS), 2022 Jessica Schrouff Natalie Harris Oluwasanmi Koyejo Ibrahim Alabdulmohsin Eva Schnider ... Vivek Natarajan Alan Karthikesalingam Katherine A. Heller Silvia Chiappa Alexander DÁmour OOD 408 67 0 02 Feb 2022
Generalizing to New Physical Systems via Context-Informed Dynamics ModelInternational Conference on Machine Learning (ICML), 2022 Matthieu Kirchmeyer Yuan Yin Jérémie Donà Nicolas Baskiotis A. Rakotomamonjy Patrick Gallinari OOD AI4CE 203 49 0 01 Feb 2022
Provable Domain Generalization via Invariant-Feature Subspace RecoveryInternational Conference on Machine Learning (ICML), 2022 Haoxiang Wang Haozhe Si Yue Liu Han Zhao OOD 296 37 0 30 Jan 2022
Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study Lidia Garrucho Kaisar Kushibar Socayna Jouide Oliver Díaz Laura Igual Karim Lekadir OOD 186 12 0 27 Jan 2022
Conditional entropy minimization principle for learning domain invariant representation featuresInternational Conference on Pattern Recognition (ICPR), 2022 Thuan Q. Nguyen Boyang Lyu Prakash Ishwar matthias. scheutz Shuchin Aeron OOD 173 8 0 25 Jan 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and InteractionACM Multimedia (ACM MM), 2022 Jing-Yi Wang Ruoyi Du Dongliang Chang Kongming Liang Zhanyu Ma OOD 234 58 0 20 Jan 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot GeneralizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM LRM AI4CE 151 72 0 18 Jan 2022
Parameter-free Online Test-time AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Malik Boudiaf Romain Mueller Ismail Ben Ayed Luca Bertinetto TTA 240 193 0 15 Jan 2022
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Kowshik Thopalli Sameeksha Katoch Pavan Turaga Jayaraman J. Thiagarajan OOD 128 0 0 17 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 372 30 0 16 Dec 2021
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection Alexander Lehner Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt M. N. Mahani Nassir Navab Benjamin Busam F. Tombari 3DPC 150 63 0 09 Dec 2021
PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao OOD AI4CE 240 10 0 07 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 222 43 0 06 Dec 2021

1 2 3...11 12 13