Papers citing 'Sharpness-Aware Gradient Matching for Domain Generalization'

Title
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 472 6 0 31 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Yunlong Tang Yuxuan Wan Lei Qi Xin Geng VLM 213 10 0 25 Mar 2024
SETA: Semantic-Aware Token Augmentation for Domain GeneralizationIEEE Transactions on Image Processing (TIP), 2024 Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 209 7 0 18 Mar 2024
Unknown Domain Inconsistency Minimization for Domain GeneralizationInternational Conference on Learning Representations (ICLR), 2024 Seungjae Shin Heesun Bae Byeonghu Na Yoon-Yeong Kim Il-Chul Moon 194 5 0 12 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 162 3 0 10 Mar 2024
Gradient Alignment for Cross-Domain Face Anti-Spoofing B. Le Simon S. Woo CVBM 317 33 0 29 Feb 2024
GeneOH Diffusion: Towards Generalizable Hand-Object Interaction Denoising via Denoising Diffusion Xueyi Liu Li Yi DiffM 224 31 0 22 Feb 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Tongliang Liu Lina Yao Kun Zhang 175 6 0 18 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time AdaptationIEEE transactions on multimedia (IEEE TMM), 2024 Guowei Wang Changxing Ding Wentao Tan Zhuliang Yu VLM 203 5 0 15 Jan 2024
VLLaVO: Mitigating Visual Gap through LLMs Shuhao Chen Yulong Zhang Weisen Jiang Jiangang Lu Yu Zhang VLM 341 3 0 06 Jan 2024
Fast-Slow Test-Time Adaptation for Online Vision-and-Language NavigationInternational Conference on Machine Learning (ICML), 2023 Junyu Gao Xuan Yao Changsheng Xu TTA 456 14 0 22 Nov 2023
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection Ryosuke Furuta Yoichi Sato 225 0 0 30 Oct 2023
Domain Generalisation via Risk Distribution MatchingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Toan Nguyen Kien Do Bao Duong T. Nguyen OOD 203 13 0 28 Oct 2023
Generalizing to Unseen Domains in Diabetic Retinopathy ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Chamuditha Jayanga Galappaththige Gayal Kuruppu Muhammad Haris Khan OOD 228 11 0 26 Oct 2023
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised LearningNeural Information Processing Systems (NeurIPS), 2023 Zhuo Huang Li Shen Jun-chen Yu Bo Han Tongliang Liu FedML 184 29 0 25 Oct 2023
Leveraging Vision-Language Models for Improving Domain Generalization in Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2023 Sravanti Addepalli Ashish Ramayee Asokan Lakshay Sharma R. V. Babu VLM 188 39 0 12 Oct 2023
Diverse Target and Contribution Scheduling for Domain GeneralizationIEEE Transactions on Image Processing (IEEE TIP), 2023 Shaocong Long Qianyu Zhou Soham Dan Lizhuang Ma Yuan Luo 374 9 0 28 Sep 2023
Enhancing Sharpness-Aware Optimization Through Variance SuppressionNeural Information Processing Systems (NeurIPS), 2023 Bingcong Li G. Giannakis AAML 320 31 0 27 Sep 2023
Learning Invariant Representations with a Nonparametric Nadaraya-Watson HeadNeural Information Processing Systems (NeurIPS), 2023 Alan Q. Wang Minh Nguyen M. Sabuncu CML OOD 154 1 0 23 Sep 2023
INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain GeneralizationIEEE Transactions on Image Processing (IEEE TIP), 2023 Xi Yu Huan-Hsin Tseng Shinjae Yoo Haibin Ling Lu Ma OOD 297 21 0 08 Sep 2023
Multi-Scale and Multi-Layer Contrastive Learning for Domain GeneralizationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Aristotelis Ballas Christos Diou OOD 421 14 0 28 Aug 2023
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated LearningComputer Vision and Pattern Recognition (CVPR), 2023 Gihun Lee Minchan Jeong Sangmook Kim Jaehoon Oh Se-Young Yun FedML 261 11 0 24 Aug 2023
NormAUG: Normalization-guided Augmentation for Domain GeneralizationIEEE Transactions on Image Processing (IEEE TIP), 2023 Lei Qi Hongpeng Yang Yinghuan Shi Xin Geng OOD 208 16 0 25 Jul 2023
Practical Sharpness-Aware Minimization Cannot Converge All the Way to OptimaNeural Information Processing Systems (NeurIPS), 2023 Dongkuk Si Chulhee Yun 313 25 0 16 Jun 2023
Causal Inference via Style Transfer for Out-of-distribution GeneralisationKnowledge Discovery and Data Mining (KDD), 2022 Toan Nguyen Kien Do D. Nguyen Bao Duong T. Nguyen CML OODD OOD 157 15 0 06 Dec 2022
Sufficient Invariant Learning for Distribution ShiftComputer Vision and Pattern Recognition (CVPR), 2022 Taero Kim Sungjun Lim Kyungwoo Song Yonghan Jung Krikamol Muandet Kyungwoo Song OOD 280 3 0 24 Oct 2022
Style Interleaved Learning for Generalizable Person Re-identificationIEEE transactions on multimedia (IEEE TMM), 2022 Wentao Tan Changxing Ding Pengfei Wang Biwei Huang Kui Jia OOD 279 30 0 07 Jul 2022