Neuron Coverage-Guided Domain Generalization

v1v2 (latest)

Neuron Coverage-Guided Domain Generalization

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

27 February 2021

Chris Xing Tian

Yang Liu

Shiqi Wang

ArXiv (abs)PDF HTML

Papers citing "Neuron Coverage-Guided Domain Generalization"

19 / 19 papers shown

Title
Invariance Pair-Guided Learning: Enhancing Robustness in Neural Networks Martin Surner Abdelmajid Khelil Ludwig Bothmann OOD 264 0 0 26 Feb 2025
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain GeneralizationIEEE transactions on multimedia (IEEE TMM), 2024 Pengkun Jiao Na Zhao Yue Yu Yu-Gang Jiang OOD 314 3 0 05 Nov 2024
Bi-TTA: Bidirectional Test-Time Adapter for Remote Physiological MeasurementEuropean Conference on Computer Vision (ECCV), 2024 Haodong Li Hao Lu Ying-Cong Chen 251 9 0 25 Sep 2024
Non-stationary Domain Generalization: Theory and Algorithm Thai-Hoang Pham Xueru Zhang Ping Zhang OOD 275 3 0 10 May 2024
Resolve Domain Conflicts for Generalizable Remote Physiological Measurement Weiyu Sun Xinyu Zhang Hao Lu Ying-Cong Chen Yun Ge Xiao-Lin Huang Jie Yuan Yingcong Chen 254 16 0 11 Apr 2024
Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior KnowledgeIEEE Transactions on Image Processing (TIP), 2024 Yuting Zhang Haobo Lu Xin Liu Ying-Cong Chen Kaishun Wu 225 13 0 11 Mar 2024
Domain Adversarial Active Learning for Domain Generalization ClassificationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Jianting Chen Ling Ding Yunxiao Yang Zaiyuan Di Yang Xiang OOD 218 5 0 10 Mar 2024
Prompting-based Temporal Domain Generalization Sepidehsadat Hosseini Mengyao Zhai Hossein Hajimirsadegh Frederick Tung AI4TS AI4CE OOD 226 0 0 03 Oct 2023
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language GuidanceIEEE International Conference on Computer Vision (ICCV), 2023 Zeyi Huang Andy Zhou Zijian Lin Mu Cai Haohan Wang Yong Jae Lee VLM OOD 220 49 0 21 Sep 2023
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Shengcong Chen Changxing Ding Dacheng Tao Hao Chen 192 2 0 01 Sep 2023
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and GeneralizationInternational Conference on Learning Representations (ICLR), 2023 Zichen Liu Chris Xing Tian Haoliang Li Lei Ma Shiqi Wang UQCV 321 24 0 05 Jun 2023
Wav2SQL: Direct Generalizable Speech-To-SQL ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Huadai Liu Rongjie Huang Jinzheng He Gang Sun Ran Shen Xize Cheng Zhou Zhao 210 5 0 21 May 2023
Neuron Structure Modeling for Generalizable Remote Physiological MeasurementComputer Vision and Pattern Recognition (CVPR), 2023 Hao Lu Zitong Yu Xuesong Niu Yingke Chen 178 54 0 10 Mar 2023
Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization Daoan Zhang Mingkai Chen Chenming Li Lingyun Huang Jianguo Zhang OOD 301 12 0 05 Feb 2023
Fairness and Accuracy under Domain GeneralizationInternational Conference on Learning Representations (ICLR), 2023 Thai-Hoang Pham Xueru Zhang Ping Zhang 252 33 0 30 Jan 2023
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive LearningIEEE Transactions on Image Processing (IEEE TIP), 2022 Zichen Liu Chris Xing Tian Haoliang Li Shiqi Wang 328 2 0 13 Nov 2022
Toward domain generalized pruning by scoring out-of-distribution importance Rizhao Cai Haoliang Li Alex C. Kot 185 1 0 25 Oct 2022
Improving Out-of-Distribution Generalization by Adversarial Training with Structured PriorsNeural Information Processing Systems (NeurIPS), 2022 Qixun Wang Yifei Wang Hong Zhu Yisen Wang OOD 128 26 0 13 Oct 2022
Generalizing to Unseen Domains: A Survey on Domain GeneralizationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Yongfeng Zhang Cuiling Lan Yu Xie Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 1.1K 1,529 0 02 Mar 2021