Respecting Domain Relations: Hypothesis Invariance for Domain Generalization

15 October 2020

Papers citing "Respecting Domain Relations: Hypothesis Invariance for Domain Generalization"

28 / 28 papers shown

Title
Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation Fan Xu H. Wu Kun Wang Nan Wang Qingsong Wen X. Wu Wei Gong Xibin Zhao 80 0 0 28 Oct 2025
Dual-supervised Asymmetric Co-training for Semi-supervised Medical Domain GeneralizationIEEE transactions on multimedia (TMM), 2025 Jincai Song Haipeng Chen Jun Qin Na Zhao OOD 132 0 0 25 Sep 2025
NeuRN: Neuro-inspired Domain Generalization for Image Classification Hamd Jalil Ahmed Qazi Asim Iqbal OOD MedIm 280 0 0 11 May 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak OOD TTA 711 0 0 07 Apr 2025
Gradient-Guided Annealing for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2025 Aristotelis Ballas Christos Diou OOD 1.3K 4 0 27 Feb 2025
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Yingfan Wang Guoliang Kang VLM 352 2 0 10 Dec 2024
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge DevicesNeural Information Processing Systems (NeurIPS), 2024 Yongzhe Jia Xuyun Zhang Hongsheng Hu K. Choo Lianyong Qi Xiaolong Xu Amin Beheshti Wanchun Dou MoMe FedML 263 4 0 08 Dec 2024
TADA: Temporal Adversarial Data Augmentation for Time Series Data DongGyun Hong Joon-Myoung Kwon Yong-Yeon Jo TTA 206 0 0 21 Jul 2024
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation Dunyuan Xu Xi Wang Jingyang Zhang Pheng-Ann Heng MedIm CLL 339 1 0 26 Jun 2024
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex Spandan Madan Will Xiao Mingran Cao Hanspeter Pfister Margaret Livingstone Gabriel Kreiman OOD 192 4 0 16 Jun 2024
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection Yajing Liu Shijun Zhou Xiyao Liu Chunhui Hao Baojie Fan Jiandong Tian ObjD 259 33 0 24 May 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 198 22 0 31 Mar 2024
A Survey of Machine Learning for Estimating Workload: Considering Unknown Tasks Josh Bhagat Smith Julie A. Adams 293 0 0 20 Mar 2024
Parameter Exchange for Robust Dynamic Domain GeneralizationACM Multimedia (ACM MM), 2023 Luojun Lin Zhifeng Shen Zhishu Sun Yuanlong Yu Lei Zhang Weijie Chen OOD 315 7 0 23 Nov 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 182 35 0 14 Sep 2023
Diffusion Models for Image Restoration and Enhancement: A Comprehensive SurveyInternational Journal of Computer Vision (IJCV), 2023 Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 329 133 0 18 Aug 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 551 22 0 10 May 2023
Are demographically invariant models and representations in medical imaging fair? Eike Petersen Enzo Ferrante M. Ganz Aasa Feragen MedIm 277 11 0 02 May 2023
StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Shirsha Bose Ankit Jha Enrico Fini Mainak Singha Elisa Ricci Biplab Banerjee VLM 241 44 0 18 Feb 2023
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofingNeurocomputing (Neurocomputing), 2023 Tianyi Zheng CVBM 169 4 0 17 Feb 2023
Trade-off between reconstruction loss and feature alignment for domain generalizationInternational Conference on Machine Learning and Applications (ICMLA), 2022 Thuan Q. Nguyen Boyang Lyu Prakash Ishwar matthias. scheutz Shuchin Aeron OOD 243 1 0 26 Oct 2022
Joint covariate-alignment and concept-alignment: a framework for domain generalizationInternational Workshop on Machine Learning for Signal Processing (MLSP), 2022 Thuan Q. Nguyen Boyang Lyu Prakash Ishwar matthias. scheutz Shuchin Aeron OOD 142 5 0 01 Aug 2022
Domain Generalization via Selective Consistency Regularization for Time Series ClassificationInternational Conference on Pattern Recognition (ICPR), 2022 Wenyu Zhang Mohamed Ragab Chuan-Sheng Foo OOD AI4TS 243 2 0 16 Jun 2022
Improving generalization by mimicking the human visual diet Spandan Madan You Li Mengmi Zhang Hanspeter Pfister Gabriel Kreiman 155 2 0 15 Jun 2022
Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domainsEuropean Conference on Computer Vision (ECCV), 2022 Haiyang Yang Meilin Chen Yizhou Wang Weizhen He Feng Zhu Mengwei He Rui Zhao Wanli Ouyang 250 24 0 10 May 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: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 686 1,300 0 03 Mar 2021
Domain Invariant Representation Learning with Domain Density TransformationsNeural Information Processing Systems (NeurIPS), 2021 A. Nguyen Toan M. Tran Y. Gal A. G. Baydin OOD 382 103 0 09 Feb 2021