Decompose, Adjust, Compose: Effective Normalization by Playing with
Frequency for Domain Generalization

Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization

4 March 2023

Papers citing "Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization"

19 / 19 papers shown

Title
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Y. Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 36 0 0 19 Apr 2025
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Yixiong Zou Yuhua Li Ruixuan Li 25 0 0 29 Oct 2024
Generalization Boosted Adapter for Open-Vocabulary Segmentation Wenhao Xu Changwei Wang Xuxiang Feng Rongtao Xu Longzhao Huang Zherui Zhang Li Guo Shibiao Xu VLM 23 1 0 13 Sep 2024
Domain-invariant Progressive Knowledge Distillation for UAV-based Object Detection Liang Yao Fan Liu Chuanyi Zhang Zhiquan Ou Ting Wu VLM 33 4 0 21 Aug 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 16 8 0 26 Jul 2024
Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition Haijun Xiong Bin Feng Xinggang Wang Wenyu Liu CVBM 24 2 0 17 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 25 1 0 03 Jun 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 25 7 0 13 Apr 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 16 1 0 18 Mar 2024
Direct Distillation between Different Domains Jialiang Tang Shuo Chen Gang Niu Hongyuan Zhu Joey Tianyi Zhou Chen Gong Masashi Sugiyama 47 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 17 4 0 11 Jan 2024
Frequency Domain Modality-invariant Feature Learning for Visible-infrared Person Re-Identification Yulin Li Tianzhu Zhang Yongdong Zhang 13 2 0 03 Jan 2024
Diversifying Spatial-Temporal Perception for Video Domain Generalization Kun-Yu Lin Jia-Run Du Yipeng Gao Jiaming Zhou Wei-Shi Zheng 23 7 0 27 Oct 2023
INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization Xi Yu Huan-Hsin Tseng Shinjae Yoo Haibin Ling Yuewei Lin OOD 8 9 0 08 Sep 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 20 10 0 20 Aug 2023
Test-time Fourier Style Calibration for Domain Generalization Xingchen Zhao Chang Liu Anthony Sicilia Seong Jae Hwang Yunong Fu TTA OOD 29 34 0 13 May 2022
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 62 260 0 20 Apr 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 888 0 02 Mar 2020
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,300 0 28 May 2015