A Fourier-based Framework for Domain Generalization

24 May 2021

Papers citing "A Fourier-based Framework for Domain Generalization"

50 / 235 papers shown

Title
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion Jing Zou Lanqing Liu Qi Chen Shujun Wang Zhanli Hu Xiaohan Xing Jing Qin Mamba 45 2 0 27 Jun 2024
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation Kwanseok Oh Eunjin Jeon Da-Woon Heo Yooseung Shin Heung-Il Suk 56 1 0 20 Jun 2024
Domain Generalization for In-Orbit 6D Pose Estimation Antoine Legrand R. Detry Christophe De Vleeschouwer 30 1 0 17 Jun 2024
Revisiting Spurious Correlation in Domain Generalization Bin Qin Jiangmeng Li Yi Li Xuesong Wu Yupeng Wang Jingyao Wang Jianwen Cao CML 44 1 0 17 Jun 2024
RobustSAM: Segment Anything Robustly on Degraded Images Wei-Ting Chen Yu-Jiet Vong Sy-Yen Kuo Sizhuo Ma Jian Wang VLM 51 9 0 13 Jun 2024
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining Dong Li Yidi Liu Xueyang Fu Senyan Xu Zheng-Jun Zha Mamba 56 9 0 29 May 2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts Ruipeng Zhang Ziqing Fan Jiangchao Yao Ya-Qin Zhang Yanfeng Wang 38 7 0 29 May 2024
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation Rongyu Zhang Aosong Cheng Yulin Luo Gaole Dai Huanrui Yang ... Ran Xu Li Du Yuan Du Yanbing Jiang Shanghang Zhang MoE TTA 46 6 0 26 May 2024
Domain Generalization for Zero-calibration BCIs with Knowledge Distillation-based Phase Invariant Feature Extraction Zilin Liang Zheng Zheng Weihai Chen Xinzhi Ma Zhongcai Pei Xiantao Sun OOD 26 1 0 18 May 2024
RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing Jiamei Xiong Xu Yan Yongzhen Wang Wei Zhao Xiaoping Zhang Mingqiang Wei DiffM 36 3 0 15 May 2024
Cross-Domain Feature Augmentation for Domain Generalization Yingnan Liu Yingtian Zou Rui Qiao Fusheng Liu M. Lee W. Hsu OOD 40 4 0 14 May 2024
Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Yuzeng Chen Qiang Zhang Chia-Wen Lin Mamba 36 36 0 08 May 2024
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation Heng Li Haojin Li Jianyu Chen Zhongxi Qiu Huazhu Fu Lidai Wang Yan Hu Jiang-Dong Liu OOD 46 2 0 02 May 2024
NEPENTHE: Entropy-Based Pruning as a Neural Network Depth's Reducer Zhu Liao Victor Quétu Van-Tam Nguyen Enzo Tartaglione 41 2 0 24 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 39 36 0 15 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Fei Su Aidong Men Hongying Meng VLM 37 7 0 13 Apr 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 51 9 0 11 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation Zhengqing Gao Xu-Yao Zhang Cheng-Lin Liu TTA 37 4 0 09 Apr 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 34 1 0 18 Mar 2024
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Haoyu Zhao Wen-Wen Dong Rui Yu Zhou Zhao Bo Du Yongchao Xu OOD MedIm 50 4 0 18 Mar 2024
Domain Adversarial Active Learning for Domain Generalization Classification Jianting Chen Ling Ding Yunxiao Yang Zaiyuan Di Yang Xiang OOD 40 0 0 10 Mar 2024
Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization Jinha Park Won-Yong Cho Taesup Kim 44 0 0 08 Mar 2024
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts Zeyang Zhang Xin Wang Ziwei Zhang Zhou Qin Weigao Wen Hui Xue Haoyang Li Wenwu Zhu OOD 37 17 0 08 Mar 2024
DomainVerse: A Benchmark Towards Real-World Distribution Shifts For Tuning-Free Adaptive Domain Generalization Feng Hou Jin Yuan Ying Yang Yang Liu Yang Zhang Cheng Zhong Zhongchao Shi Jianping Fan Yong Rui Zhiqiang He VLM 51 1 0 05 Mar 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization Deng Li Aming Wu Yaowei Wang Yahong Han OOD VLM 26 9 0 28 Feb 2024
Phase-driven Domain Generalizable Learning for Nonstationary Time Series Payal Mohapatra Lixu Wang Qi Zhu AI4TS 27 2 0 05 Feb 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Hyeonwoo Cho Chanmin Park Donghee Kim Jinyoung Kim Won Hwa Kim TTA 31 0 0 26 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time Adaptation Guowei Wang Changxing Ding Wentao Tan Mingkui Tan VLM 37 2 0 15 Jan 2024
Direct Distillation between Different Domains Jialiang Tang Shuo Chen Gang Niu Hongyuan Zhu Qiufeng Wang Chen Gong Masashi Sugiyama 55 3 0 12 Jan 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations Na Wang Lei Qi Jintao Guo Yinghuan Shi Yang Gao OOD 32 4 0 11 Jan 2024
Preserving Silent Features for Domain Generalization Chujie Zhao Tianren Zhang Feng Chen 23 0 0 06 Jan 2024
Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization Yikang Wei Yahong Han 68 8 0 05 Jan 2024
Frequency Domain Modality-invariant Feature Learning for Visible-infrared Person Re-Identification Yulin Li Tianzhu Zhang Yongdong Zhang 21 3 0 03 Jan 2024
Domain Generalization with Vital Phase Augmentation Ingyun Lee Wooju Lee Hyun Myung OOD 21 3 0 27 Dec 2023
Mixture Data for Training Cannot Ensure Out-of-distribution Generalization Songming Zhang Yuxiao Luo Qizhou Wang Haoang Chi Xiaofeng Chen Bo Han Jinyan Li OODD 30 0 0 25 Dec 2023
A Dual Domain Multi-exposure Image Fusion Network based on the Spatial-Frequency Integration Guang Yang Jie Li Xinbo Gao 27 3 0 17 Dec 2023
Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 25 12 0 15 Dec 2023
Unknown Sample Discovery for Source Free Open Set Domain Adaptation C. S. Jahan Andreas E. Savakis TTA 18 2 0 05 Dec 2023
Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations N. Kalibhat Warren Morningstar Alex Bijamov Luyang Liu Karan Singhal Philip Mansfield 33 2 0 02 Dec 2023
Learning Part Segmentation from Synthetic Animals Jiawei Peng Ju He Prakhar Kaushik Zihao Xiao Jiteng Mu Alan L. Yuille 20 1 0 30 Nov 2023
A Simple Recipe for Language-guided Domain Generalized Segmentation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 23 14 0 29 Nov 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing Avigyan Bhattacharya Mainak Singha Ankit Jha Biplab Banerjee SSL VLM 26 6 0 27 Nov 2023
Parameter Exchange for Robust Dynamic Domain Generalization Luojun Lin Zhifeng Shen Zhishu Sun Yuanlong Yu Lei Zhang Weijie Chen OOD 28 6 0 23 Nov 2023
MADG: Margin-based Adversarial Learning for Domain Generalization Aveen Dayal B. VimalK. Linga Reddy Cenkeramaddi C. K. Mohan Abhinav Kumar Vineeth N. Balasubramanian OOD AAML 26 63 0 14 Nov 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 15 0 31 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 34 10 0 07 Oct 2023
Domain Generalization for Medical Image Analysis: A Survey Jee Seok Yoon Kwanseok Oh Yooseung Shin Maciej A Mazurowski Heung-Il Suk LM&MA OOD 40 8 0 05 Oct 2023
Clustering-based Image-Text Graph Matching for Domain Generalization Nokyung Park Daewon Chae Jeongyong Shim Sangpil Kim Eun-Sol Kim Jinkyu Kim OOD 31 1 0 04 Oct 2023
Rethinking Domain Generalization: Discriminability and Generalizability Shaocong Long Qianyu Zhou Chenhao Ying Lizhuang Ma Yuan Luo OOD AI4CE 28 12 0 28 Sep 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 19 5 0 28 Sep 2023