MixStyle Neural Networks for Domain Generalization and Adaptation

5 July 2021

Yu Qiao

Papers citing "MixStyle Neural Networks for Domain Generalization and Adaptation"

38 / 38 papers shown

Title
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection Hongda Qin Xiao-Qiang Lu Zhiyong Wei Yihong Cao Kailun Yang Ningjiang Chen ObjD MLLM VLM 31 0 0 12 May 2025
Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization Shuai Gong C. Cui Xiaolin Dong Xiushan Nie Lei Zhu Xiaojun Chang FedML MoE 59 0 0 29 Apr 2025
iMedic: Towards Smartphone-based Self-Auscultation Tool for AI-Powered Pediatric Respiratory Assessment Seung Gyu Jeong Sung Woo Nam Seong Kwan Jung Seong-Eun Kim 25 0 0 22 Apr 2025
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization Qi Bi Jingjun Yi Hao Zheng Haolan Zhan Wei Ji Yawen Huang Yuexiang Li OOD 39 1 0 10 Apr 2025
Domain Generalization via Discrete Codebook Learning Shaocong Long Qianyu Zhou Xikun Jiang Chenhao Ying Lizhuang Ma Yuan Luo 41 0 0 09 Apr 2025
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
Feature Modulation for Semi-Supervised Domain Generalization without Domain Labels Venuri Amarasinghe Asini Jayakody Isun Randila Kalinga Bandara Chamuditha Jayanga Galappaththige Ranga Rodrigo 48 0 0 26 Mar 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 62 0 0 15 Feb 2025
$UniDemoir\é: Towards Universal Image Demoir\éing with Data Generation and Synthesis$ UniDemoir\é: Towards Universal Image Demoir\éing with Data Generation and Synthesis Zemin Yang Yujing Sun Xidong Peng S. Yiu Yuexin Ma DiffM 71 1 0 10 Feb 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 31 1 0 08 Jan 2025
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations Yang Yuxiang Zeng Xinyi Zeng Pinxian Zu Chen Yan Binyu Zhou Jiliu Wang Yan 39 0 0 02 Jan 2025
DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification Kunlun Xu Chenghao Jiang Peixi Xiong Yuxin Peng Jiahuan Zhou 64 2 0 12 Dec 2024
DREAM: Domain-agnostic Reverse Engineering Attributes of Black-box Model Rongqing Li Jiaqi Yu Changsheng Li Wenhan Luo Ye Yuan Guoren Wang MLAU 78 0 0 08 Dec 2024
Decomposed Distribution Matching in Dataset Condensation Sahar Rahimi Malakshan Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Nasser M. Nasrabadi DD 71 1 0 06 Dec 2024
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain Generalization Pengkun Jiao Na Zhao Jingjing Chen Yu-Gang Jiang OOD 36 0 0 05 Nov 2024
Domain Generalization for 6D Pose Estimation Through NeRF-based Image Synthesis Antoine Legrand R. Detry Christophe De Vleeschouwer 30 1 0 15 Jul 2024
Robust Channel Learning for Large-Scale Radio Speaker Verification Wenhao Yang Jianguo Wei Wenhuan Lu Lei Li Xugang Lu 48 2 0 16 Jun 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Xiangtai Li Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 51 9 0 11 Apr 2024
Generative Medical Segmentation Jiayu Huo Ouyang Xi Sébastien Ourselin Rachel Sparks MedIm 27 1 0 27 Mar 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 34 1 0 18 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
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 24 63 0 14 Nov 2023
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data Meiling Fang Marco Huber Julian Fierrez Raghavendra Ramachandra Naser Damer ... Guangzhe Zhao Juan Tapia Lázaro J. González Soler Carlos Aravena Daniel Schulz CVBM 35 4 0 09 Nov 2023
CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading Hao Wei Peilun Shi Juzheng Miao Minqing Zhang Guitao Bai Jianing Qiu Furui Liu Wu Yuan MedIm OOD 18 3 0 27 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 23 29 0 14 Sep 2023
Exploring Flat Minima for Domain Generalization with Large Learning Rates Jian Zhang Lei Qi Yinghuan Shi Yang Gao 31 2 0 12 Sep 2023
Moderately Distributional Exploration for Domain Generalization Ruiqi Dai Yonggang Zhang Zhen Fang Bo Han Xinmei Tian OOD 60 18 0 27 Apr 2023
TFS-ViT: Token-Level Feature Stylization for Domain Generalization Mehrdad Noori Milad Cheraghalikhani Ali Bahri G. A. V. Hakim David Osowiechi Ismail Ben Ayed Christian Desrosiers 17 10 0 28 Mar 2023
StyleAM: Perception-Oriented Unsupervised Domain Adaption for Non-reference Image Quality Assessment Yiting Lu Xin Li Jianzhao Liu Zhibo Chen 20 7 0 29 Jul 2022
Tackling Long-Tailed Category Distribution Under Domain Shifts Xiao Gu Yao Guo Zeju Li Jianing Qiu Qianming Dou Yuxuan Liu Benny P. L. Lo Guangxu Yang OOD 42 12 0 20 Jul 2022
Localized Adversarial Domain Generalization Wei-wei Zhu Le Lu Jing Xiao Mei Han Jiebo Luo Adam P. Harrison OOD 17 22 0 09 May 2022
MVDG: A Unified Multi-view Framework for Domain Generalization Jian Zhang Lei Qi Yinghuan Shi Yang Gao 18 29 0 23 Dec 2021
Semi-Supervised Domain Generalization with Stochastic StyleMatch Kaiyang Zhou Chen Change Loy Ziwei Liu OOD 27 56 0 01 Jun 2021
A Strong Baseline for Vehicle Re-Identification Su Huynh Nam-Hoang Nguyen Ngoc-Thanh Nguyen Vinh Nguyen C. Huynh Chuong H. Nguyen 41 33 0 22 Apr 2021
Domain Generalization: A Survey Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 66 980 0 03 Mar 2021
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 137 273 0 16 Mar 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 215 404 0 12 Mar 2020
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 214 1,156 0 24 Oct 2016