Domain Generalization via Frequency-domain-based Feature Disentanglement
and Interaction

Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction

20 January 2022

Dongliang Chang

Papers citing "Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction"

17 / 17 papers shown

Title
Generative Classifier for Domain Generalization Shaocong Long Qianyu Zhou X. Li Chenhao Ying Yunhai Tong Lizhuang Ma Yuan Luo Dacheng Tao 41 0 0 03 Apr 2025
Split Adaptation for Pre-trained Vision Transformers Lixu Wang Bingqi Shang Y. Li Payal Mohapatra Wei Dong Xiao-Xu Wang Qi Zhu ViT 43 0 0 01 Mar 2025
Progressive Multi-Level Alignments for Semi-Supervised Domain Adaptation SAR Target Recognition Using Simulated Data Xinzheng Zhang Hui Zhu Hongqian Zhuang 33 0 0 07 Nov 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization Xilin He Jingyu Hu Qinliang Lin Cheng Luo Weicheng Xie Siyang Song M. H. Khan L. Shen 43 2 0 21 Oct 2024
Dual-stream Feature Augmentation for Domain Generalization Shanshan Wang ALuSi Xun Yang Ke Xu H. Tan Xingyi Zhang AAML OOD 25 2 0 07 Sep 2024
Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation Jingjun Yi Qi Bi Hao Zheng Haolan Zhan Wei Ji Yawen Huang Yuexiang Li Yefeng Zheng 36 8 0 26 Jul 2024
ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models Thanh-Dat Truong Xin Li Bhiksha Raj Jackson Cothren Khoa Luu DiffM VLM 51 1 0 03 Jun 2024
Resolve Domain Conflicts for Generalizable Remote Physiological Measurement Weiyu Sun Xinyu Zhang Hao Lu Ying Chen Yun Ge Xiao-Lin Huang Jie Yuan Yingcong Chen 31 11 0 11 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 42 4 0 18 Mar 2024
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Aleksandr Matsun Numan Saeed F. Maani Mohammad Yaqub OOD 115 1 0 14 Mar 2024
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation Muxin Liao Shishun Tian Yuhang Zhang Guoguang Hua Wenbin Zou Xia Li 19 10 0 25 Sep 2023
Frequency Regularization: Restricting Information Redundancy of Convolutional Neural Networks Chenqiu Zhao Guanfang Dong Shupei Zhang Zijie Tan Anup Basu 13 1 0 17 Apr 2023
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Jintao Guo Na Wang Lei Qi Yinghuan Shi 29 33 0 21 Mar 2023
Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization Sangrok Lee Jongseong Bae Ha Young Kim OOD 33 26 0 04 Mar 2023
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization Prithvijit Chattopadhyay Kartik Sarangmath Vivek Vijaykumar Judy Hoffman 45 24 0 02 Dec 2022
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 215 404 0 12 Mar 2020