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Diverse Target and Contribution Scheduling for Domain Generalization

IEEE Transactions on Image Processing (IEEE TIP), 2023

28 September 2023

Papers citing "Diverse Target and Contribution Scheduling for Domain Generalization"

50 / 69 papers shown

Title
Fault Diagnosis across Heterogeneous Domains via Self-Adaptive Temporal-Spatial Attention and Sample Generation Guangqiang Li M. Amine Atoui Xiangshun Li 77 1 0 16 May 2025
Domain Generalization via Discrete Codebook Learning Shaocong Long Qianyu Zhou Xikun Jiang Chenhao Ying Lizhuang Ma Yuan Luo 174 1 0 09 Apr 2025
Source-Free Test-Time Adaptation For Online Surface-Defect DetectionInternational Conference on Pattern Recognition (ICPR), 2024 Yiran Song Qianyu Zhou Lizhuang Ma TTA 217 2 0 18 Aug 2024
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding Jincen Jiang Qianyu Zhou Yuhang Li Xuequan Lu Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang OOD 187 15 0 11 Jul 2024
Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models Fengfan Zhou Qianyu Zhou Hefei Ling Xuequan Lu AAML 362 3 0 27 May 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Hefei Ling Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 247 16 0 11 Apr 2024
Test-Time Domain Generalization for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Shouhong Ding Lizhuang Ma TTA CVBM OOD 181 33 0 28 Mar 2024
SimAda: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes Yiran Song Qianyu Zhou Xuequan Lu Zhiwen Shao Lizhuang Ma 206 7 0 31 Jan 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything ModelComputer Vision and Pattern Recognition (CVPR), 2024 Yiran Song Qianyu Zhou Hefei Ling Deng-Ping Fan Xuequan Lu Lizhuang Ma VLM 414 20 0 04 Jan 2024
Instance-Aware Domain Generalization for Face Anti-SpoofingComputer Vision and Pattern Recognition (CVPR), 2023 Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Ran Yi Shouhong Ding Lizhuang Ma OOD 309 71 0 12 Apr 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2022 Yulu Gan Yan Bai Yihang Lou Xianzheng Ma Renrui Zhang Nian Shi Lin Luo OOD VLM 270 130 0 08 Dec 2022
Rethinking Implicit Neural Representations for Vision LearnersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yiran Song Qianyu Zhou Lizhuang Ma 239 8 0 22 Nov 2022
Attention Diversification for Domain GeneralizationEuropean Conference on Computer Vision (ECCV), 2022 Rang Meng Xianfeng Li Weijie Chen Shicai Yang Mingli Song Xinchao Wang Lei Zhang Weilong Dai Di Xie Shiliang Pu 158 51 0 09 Oct 2022
Generative Domain Adaptation for Face Anti-SpoofingEuropean Conference on Computer Vision (ECCV), 2022 Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Kekai Sheng Shouhong Ding Lizhuang Ma CVBM 230 64 0 20 Jul 2022
Adaptive Mixture of Experts Learning for Generalizable Face Anti-SpoofingACM Multimedia (ACM MM), 2022 Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Shouhong Ding Lizhuang Ma OOD CVBM 177 59 0 20 Jul 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 955 8,148 0 13 Apr 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Yuyang Zhao Zhun Zhong Na Zhao Andrii Zadaianchuk G. Lee 252 138 0 06 Apr 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive SegmentationIEEE Transactions on Image Processing (IEEE TIP), 2022 Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 217 17 0 05 Apr 2022
Efficient Few-Shot Object Detection via Knowledge InheritanceIEEE Transactions on Image Processing (IEEE TIP), 2022 Ze Yang Chi Zhang Ruibo Li Yi Tian Xu Guosheng Lin VLM 200 41 0 23 Mar 2022
Dynamic Instance Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhongying Deng Kaiyang Zhou Da Li Junjun He Yi-Zhe Song Tao Xiang OOD 210 40 0 09 Mar 2022
TransVOD: End-to-End Video Object Detection with Spatial-Temporal TransformersIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Qianyu Zhou Hefei Ling Lu He Li Niu Guangliang Cheng Yunhai Tong Lizhuang Ma Liqing Zhang ViT 236 179 0 13 Jan 2022
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving Lei Ding Dengdeng Yu Jinhan Xie Wenxing Guo Shenggang Hu Meichen Liu Linglong Kong Hongsheng Dai Yanchun Bao Bei Jiang FaML 176 33 0 09 Dec 2021
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency RegularizationIEEE International Conference on Multimedia and Expo (ICME), 2021 Qianyu Zhou Chuyu Zhuang Ran Yi Xuequan Lu Lizhuang Ma 234 28 0 11 Oct 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 179 44 0 16 Aug 2021
Semi-supervised 3D Object Detection via Adaptive Pseudo-Labeling Hongyi Xu Fengqi Liu Qianyu Zhou Jinkun Hao Zhijie Cao Zhengyang Feng Lizhuang Ma 3DPC 171 25 0 15 Aug 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 286 147 0 08 Aug 2021
Self-Adversarial Disentangling for Specific Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 287 56 0 08 Aug 2021
Domain Generalization via Gradient Surgery Lucas Mansilla Rodrigo Echeveste Diego H. Milone Enzo Ferrante OOD 206 91 0 03 Aug 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 183 60 0 13 Jul 2021
Invariant Information Bottleneck for Domain GeneralizationAAAI Conference on Artificial Intelligence (AAAI), 2021 Yue Liu Yifei Shen Yezhen Wang Wenzhen Zhu Colorado Reed Jun Zhang Dongsheng Li Kurt Keutzer Han Zhao OOD 545 142 0 11 Jun 2021
Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?International Conference on Machine Learning (ICML), 2021 Dinghuai Zhang Kartik Ahuja Yilun Xu Yisen Wang Aaron Courville OOD 217 104 0 05 Jun 2021
Contrastive ACE: Domain Generalization Through Alignment of Causal MechanismsIEEE Transactions on Image Processing (TIP), 2021 Yunqi Wang Furui Liu Zhitang Chen Qing Lian Guangyong Chen Jianye Hao Yik-Chung Wu OOD CML 126 39 0 02 Jun 2021
End-to-End Video Object Detection with Spatial-Temporal TransformersACM Multimedia (ACM MM), 2021 Lu He Qianyu Zhou Hefei Ling Li Niu Guangliang Cheng Xiao Li Wenxuan Liu Yu Tong Lizhuang Ma Liqing Zhang ViT 254 104 0 23 May 2021
SelfReg: Self-supervised Contrastive Regularization for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2021 Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 267 312 0 20 Apr 2021
Domain Generalization with MixStyleInternational Conference on Learning Representations (ICLR), 2021 Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang 290 893 0 05 Apr 2021
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 935 1,497 0 02 Mar 2021
SWAD: Domain Generalization by Seeking Flat MinimaNeural Information Processing Systems (NeurIPS), 2021 Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 564 532 0 17 Feb 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 1.2K 53,494 0 22 Oct 2020
Adaptive Risk Minimization: Learning to Adapt to Domain Shift Marvin Zhang Henrik Marklund Nikita Dhawan Abhishek Gupta Sergey Levine Chelsea Finn OOD 256 240 0 06 Jul 2020
Self-Challenging Improves Cross-Domain Generalization Zeyi Huang Haohan Wang Eric Xing Dong Huang OOD 209 723 0 05 Jul 2020
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 368 1,310 0 02 Jul 2020
Domain Generalization using Causal MatchingInternational Conference on Machine Learning (ICML), 2020 Divyat Mahajan Shruti Tople Amit Sharma OOD 429 378 0 12 Jun 2020
DMT: Dynamic Mutual Training for Semi-Supervised LearningPattern Recognition (Pattern Recognit.), 2020 Zhengyang Feng Qianyu Zhou Qiqi Gu Xin Tan Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 202 196 0 18 Apr 2020
Shortcut Learning in Deep Neural NetworksNature Machine Intelligence (NMI), 2020 Robert Geirhos J. Jacobsen Claudio Michaelis R. Zemel Wieland Brendel Matthias Bethge Felix Wichmann 854 2,380 0 16 Apr 2020
Domain Adaptive Ensemble LearningIEEE Transactions on Image Processing (TIP), 2020 Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 360 336 0 16 Mar 2020
Deep Domain-Adversarial Image Generation for Domain GeneralisationAAAI Conference on Artificial Intelligence (AAAI), 2020 Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 443 458 0 12 Mar 2020
Out-of-Distribution Generalization via Risk Extrapolation (REx)International Conference on Machine Learning (ICML), 2020 David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 810 1,075 0 02 Mar 2020
Improve Unsupervised Domain Adaptation with Mixup Training Shen Yan Huan Song Nanxiang Li Lincan Zou Liu Ren 223 256 0 03 Jan 2020
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 745 2,504 0 05 Jul 2019
Recognition in Terra Incognita Sara Beery Grant Van Horn Pietro Perona 340 972 0 13 Jul 2018