Adversarial Style Augmentation for Domain Generalization

Adversarial Style Augmentation for Domain Generalization

30 January 2023

Lei Zhang

Papers citing "Adversarial Style Augmentation for Domain Generalization"

16 / 16 papers shown

Title
Single Domain Generalization with Adversarial Memory Hao Yan Marzi Heidari Yuhong Guo 58 0 0 08 Mar 2025
Single Domain Generalization with Model-aware Parametric Batch-wise Mixup Marzi Heidari Yuhong Guo 34 0 0 22 Feb 2025
Enhance Vision-Language Alignment with Noise Sida Huang Hongyuan Zhang Xuelong Li VLM 72 1 0 14 Dec 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 33 2 0 21 Oct 2024
OSSA: Unsupervised One-Shot Style Adaptation Robin Gerster Holger Caesar Matthias Rapp Alexander Wolpert Michael Teutsch VLM 24 0 0 01 Oct 2024
Causality-inspired Latent Feature Augmentation for Single Domain Generalization Jian Xu Chaojie Ji Yankai Cao Ye Li Ruxin Wang OOD 19 0 0 10 Jun 2024
Domain Agnostic Conditional Invariant Predictions for Domain Generalization Zongbin Wang Bin Pan Zhenwei Shi OOD 21 0 0 09 Jun 2024
Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation Yimin Deng Jianzong Wang Xulong Zhang Ning Cheng Jing Xiao 16 0 0 01 May 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 22 13 0 20 Dec 2023
A Novel Cross-Perturbation for Single Domain Generalization Dongjia Zhao Lei Qi Xiao Shi Yinghuan Shi Xin Geng 19 2 0 02 Aug 2023
Any-to-Any Style Transfer: Making Picasso and Da Vinci Collaborate Songhua Liu Jingwen Ye Xinchao Wang DiffM 16 18 0 19 Apr 2023
Domain Generalization with Correlated Style Uncertainty Zheyu Zhang Bin Wang Debesh Jha Ugur Demir Ulas Bagci OOD 25 5 0 20 Dec 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning Yabin Zhang Jiehong Lin Ruihuang Li K. Jia Lei Zhang 3DPC 17 6 0 13 Nov 2022
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 127 268 0 16 Mar 2020
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 210 1,153 0 24 Oct 2016
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