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Domain Generalization with MixStyle

Domain Generalization with MixStyle

International Conference on Learning Representations (ICLR), 2021
5 April 2021
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
ArXiv (abs)PDFHTMLGithub (324★)

Papers citing "Domain Generalization with MixStyle"

50 / 481 papers shown
Robust Predictive Modeling Under Unseen Data Distribution Shifts: A Methodological Commentary
Robust Predictive Modeling Under Unseen Data Distribution Shifts: A Methodological Commentary
Hanyu Duan
Yi Yang
Ahmed Abbasi
Kar Yan Tam
OOD
431
2
0
30 Mar 2026
Generalizing Vision-Language Models with Dedicated Prompt Guidance
Generalizing Vision-Language Models with Dedicated Prompt Guidance
Xinyao Li
Yinjie Min
H. G. Chen
Zhekai Du
Fengling Li
Jingjing Li
VLM
283
0
0
02 Dec 2025
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Franz Thaler
M. Urschler
Mateusz Kozinski
M. Gsell
Gernot Plank
Darko Štern
OODMedIm
373
0
0
01 Dec 2025
RobustSurg: Tackling domain generalisation for out-of-distribution surgical scene segmentation
RobustSurg: Tackling domain generalisation for out-of-distribution surgical scene segmentation
Mansoor Ali
Maksim Richards
Gilberto Ochoa-Ruiz
Sharib Ali
OOD
298
0
0
01 Dec 2025
Shoe Style-Invariant and Ground-Aware Learning for Dense Foot Contact Estimation
Shoe Style-Invariant and Ground-Aware Learning for Dense Foot Contact Estimation
Daniel Sungho Jung
Kyoung Mu Lee
131
1
0
27 Nov 2025
Pathology-Aware Prototype Evolution via LLM-Driven Semantic Disambiguation for Multicenter Diabetic Retinopathy Diagnosis
Pathology-Aware Prototype Evolution via LLM-Driven Semantic Disambiguation for Multicenter Diabetic Retinopathy DiagnosisACM Multimedia (ACM MM), 2025
Chunzheng Zhu
Yangfang Lin
Jialin Shao
Jianxin Lin
Yijun Wang
115
6
0
27 Nov 2025
AngioDG: Interpretable Channel-informed Feature-modulated Single-source Domain Generalization for Coronary Vessel Segmentation in X-ray Angiography
AngioDG: Interpretable Channel-informed Feature-modulated Single-source Domain Generalization for Coronary Vessel Segmentation in X-ray Angiography
Mohammad Atwany
Mojtaba Lashgari
Robin P. Choudhury
Vicente Grau
Abhirup Banerjee
136
1
0
21 Nov 2025
A Dual-stage Prompt-driven Privacy-preserving Paradigm for Person Re-Identification
A Dual-stage Prompt-driven Privacy-preserving Paradigm for Person Re-Identification
Ruolin Li
Min Liu
Yuan Bian
Zhaoyang Li
Y. Li
Xueping Wang
Yaonan Wang
197
0
0
07 Nov 2025
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
Wei Feng
Z. Ge
165
0
0
01 Nov 2025
ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction
ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction
Han Yu
Kehan Li
Dongbai Li
Yue He
Xingxuan Zhang
Peng Cui
OODD
425
3
0
31 Oct 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis
Yinqi Cai
Jichang Li
Zhaolun Li
Weikai Chen
Rushi Lan
Xi Xie
Xiaonan Luo
Guanbin Li
AAML
239
4
0
29 Oct 2025
Instance-Level Composed Image Retrieval
Instance-Level Composed Image Retrieval
Bill Psomas
George Retsinas
Nikos Efthymiadis
P. Filntisis
Yannis Avrithis
Petros Maragos
Ondřej Chum
Giorgos Tolias
216
7
0
29 Oct 2025
Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization
Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization
Juncheng Wang
Lei Shang
Ziqi Liu
Wang Lu
Xixu Hu
Zhe Hu
Jindong Wang
Shujun Wang
169
0
0
22 Oct 2025
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
Vaibhav Rathore
Divyam Gupta
Biplab Banerjee
167
2
0
20 Oct 2025
Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization
Connecting Domains and Contrasting Samples: A Ladder for Domain GeneralizationKnowledge Discovery and Data Mining (KDD), 2025
Tianxin Wei
Yifan Chen
Xinrui He
Wenxuan Bao
Jingrui He
212
5
0
19 Oct 2025
EReLiFM: Evidential Reliability-Aware Residual Flow Meta-Learning for Open-Set Domain Generalization under Noisy Labels
EReLiFM: Evidential Reliability-Aware Residual Flow Meta-Learning for Open-Set Domain Generalization under Noisy Labels
Kunyu Peng
Di Wen
Kailun Yang
Jia Fu
Yufan Chen
...
Junwei Zheng
M. Sarfraz
Luc Van Gool
Danda Pani Paudel
Rainer Stiefelhagen
291
1
0
14 Oct 2025
High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization
High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization
Masih Aminbeidokhti
H. R. Medeiros
Srikanth Muralidharan
Eric Granger
M. Pedersoli
OOD
208
0
0
08 Oct 2025
EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark
EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark
Deheng Zhang
Yuqian Fu
Runyi Yang
Yang Miao
Tianwen Qian
...
Ajad Chhatkuli
Xuanjing Huang
Yu-Gang Jiang
Luc Van Gool
D. Paudel
EgoV
402
8
0
07 Oct 2025
ResAD++: Towards Class Agnostic Anomaly Detection via Residual Feature Learning
ResAD++: Towards Class Agnostic Anomaly Detection via Residual Feature Learning
Xincheng Yao
Chao Shi
Muming Zhao
Guangtao Zhai
Chongyang Zhang
OODD
248
1
0
28 Sep 2025
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses
Sahar Dastani
Ali Bahri
G. A. V. Hakim
Moslem Yazdanpanah
Mehrdad Noori
David Osowiechi
Samuel Barbeau
Ismail Ben Ayed
H. Lombaert
Christian Desrosiers
TTA
268
0
0
26 Sep 2025
Shared Neural Space: Unified Precomputed Feature Encoding for Multi-Task and Cross Domain Vision
Shared Neural Space: Unified Precomputed Feature Encoding for Multi-Task and Cross Domain Vision
Jing Li
Oskar Bartosz
C. Wang
Michal Wnuczynski
Dilshan Godaliyadda
Michael Polley
ViT
182
0
0
24 Sep 2025
Self Identity Mapping
Self Identity MappingNeural Networks (NN), 2025
Xiuding Cai
Yaoyao Zhu
Linjie Fu
Dong Miao
Yu Yao
265
0
0
17 Sep 2025
Adaptive Knowledge Distillation using a Device-Aware Teacher for Low-Complexity Acoustic Scene Classification
Adaptive Knowledge Distillation using a Device-Aware Teacher for Low-Complexity Acoustic Scene Classification
Seung Gyu Jeong
Seong-Eun Kim
143
0
0
11 Sep 2025
Vision-Language Semantic Aggregation Leveraging Foundation Model for Generalizable Medical Image Segmentation
Vision-Language Semantic Aggregation Leveraging Foundation Model for Generalizable Medical Image Segmentation
Wenjun Yu
Yinchen Zhou
Jia-Xuan Jiang
Shubin Zeng
Yuee Li
Zhong Wang
MedImVLM
288
0
0
10 Sep 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation
ConstStyle: Robust Domain Generalization with Unified Style Transformation
Nam Duong Tran
Nam Nguyen Phuong
Hieu H. Pham
Phi Le Nguyen
My T. Thai
OOD
171
1
0
07 Sep 2025
Single Domain Generalization in Diabetic Retinopathy: A Neuro-Symbolic Learning Approach
Single Domain Generalization in Diabetic Retinopathy: A Neuro-Symbolic Learning Approach
Midhat Urooj
Ayan Banerjee
Farhat Shaikh
Kuntal Thakur
S. Gupta
MedIm
185
1
0
03 Sep 2025
Quantization Meets OOD: Generalizable Quantization-aware Training from a Flatness Perspective
Quantization Meets OOD: Generalizable Quantization-aware Training from a Flatness Perspective
Jiacheng Jiang
Yuan Meng
Chen Tang
Han Yu
Qun Li
Zhi Wang
Wenwu Zhu
MQ
146
1
0
31 Aug 2025
Feed Two Birds with One Scone: Exploiting Function-Space Regularization for Both OOD Robustness and ID Fine-Tuning Performance
Feed Two Birds with One Scone: Exploiting Function-Space Regularization for Both OOD Robustness and ID Fine-Tuning Performance
Xiang Yuan
Jun Shu
Deyu Meng
Zongben Xu
AAML
149
0
0
31 Aug 2025
Mix, Align, Distil: Reliable Cross-Domain Atypical Mitosis Classification
Mix, Align, Distil: Reliable Cross-Domain Atypical Mitosis Classification
Kaustubh Atey
Sameer Anand Jha
Gouranga Bala
Amit Sethi
80
0
0
28 Aug 2025
Preserving Domain Generalization in Fine-Tuning via Joint Parameter Selection
Preserving Domain Generalization in Fine-Tuning via Joint Parameter Selection
Bin Pan
Shiyu Shen
Zongbin Wang
Zhenwei Shi
Xia Xu
148
0
0
23 Aug 2025
Rethinking the Potential of Layer Freezing for Efficient DNN Training
Rethinking the Potential of Layer Freezing for Efficient DNN Training
Chence Yang
C. Zhang
Lei Lu
Qitao Tan
Sheng Li
...
Guoming Li
Jundong Li
Xiaoming Zhai
Jin Lu
Geng Yuan
AI4CE
168
0
0
20 Aug 2025
Revealing the Role of Audio Channels in ASR Performance Degradation
Revealing the Role of Audio Channels in ASR Performance Degradation
Kuan-Tang Huang
Li-Wei Chen
Hung-Shin Lee
Berlin Chen
Hsin-Min Wang
229
0
0
12 Aug 2025
SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation
SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation
Zhiqing Xiao
Haobo Wang
Xu Lu
Wentao Ye
Gang Chen
Junbo Zhao
261
2
0
07 Aug 2025
CoCAViT: Compact Vision Transformer with Robust Global Coordination
CoCAViT: Compact Vision Transformer with Robust Global Coordination
Xuyang Wang
Lingjuan Miao
Zhiqiang Zhou
ViTVLM
189
1
0
07 Aug 2025
Multi-Granularity Feature Calibration via VFM for Domain Generalized Semantic Segmentation
Multi-Granularity Feature Calibration via VFM for Domain Generalized Semantic Segmentation
Xinhui Li
Xiaojie Guo
253
0
0
05 Aug 2025
PatchDSU: Uncertainty Modeling for Out of Distribution Generalization in Keyword Spotting
PatchDSU: Uncertainty Modeling for Out of Distribution Generalization in Keyword Spotting
Bronya R. Chernyak
Yael Segal
Yosi Shrem
Joseph Keshet
OODUQCV
220
1
0
05 Aug 2025
Learning Semantic Directions for Feature Augmentation in Domain-Generalized Medical Segmentation
Learning Semantic Directions for Feature Augmentation in Domain-Generalized Medical Segmentation
Yingkai Wang
Yaoyao Zhu
Xiuding Cai
Yuhao Xiao
Haotian Wu
Yu Yao
OOD
206
0
0
31 Jul 2025
Rethink Domain Generalization in Heterogeneous Sequence MRI Segmentation
Rethink Domain Generalization in Heterogeneous Sequence MRI Segmentation
Zheyuan Zhang
Linkai Peng
Wanying Dou
Cuiling Sun
Halil Ertugrul Aktas
Andrea Mia Bejar
Elif Keles
Gorkem Durak
Ulas Bagci
OOD
234
2
0
30 Jul 2025
Joint Feature and Output Distillation for Low-complexity Acoustic Scene Classification
Joint Feature and Output Distillation for Low-complexity Acoustic Scene Classification
Haowen Li
Ziyi Yang
Mou Wang
Ee-Leng Tan
Junwei Yeow
Santi Peksi
Woon-Seng Gan
174
1
0
25 Jul 2025
SIDA: Synthetic Image Driven Zero-shot Domain Adaptation
SIDA: Synthetic Image Driven Zero-shot Domain Adaptation
Ye-Chan Kim
SeungJu Cha
Si-Woo Kim
Taewhan Kim
Dong-Jin Kim
VLM
290
7
0
24 Jul 2025
Fully Automated SAM for Single-source Domain Generalization in Medical Image Segmentation
Fully Automated SAM for Single-source Domain Generalization in Medical Image Segmentation
Huanli Zhuo
Leilei Ma
Haifeng Zhao
Shiwei Zhou
Dengdi Sun
Yanping Fu
MedIm
217
0
0
23 Jul 2025
Hierarchical Cross-modal Prompt Learning for Vision-Language Models
Hierarchical Cross-modal Prompt Learning for Vision-Language Models
Hao Zheng
Shunzhi Yang
Zhuoxin He
J. Yang
Zhenhua Huang
VLM
289
9
0
20 Jul 2025
Domain Generalization via Pareto Optimal Gradient Matching
Domain Generalization via Pareto Optimal Gradient Matching
Khoi Do
Duong Nguyen
Nam-Khanh Le
Quoc-Viet Pham
Binh-Son Hua
Won Joo Hwang
268
2
0
16 Jul 2025
Single Domain Generalization for Multimodal Cross-Cancer Prognosis via Dirac Rebalancer and Distribution Entanglement
Single Domain Generalization for Multimodal Cross-Cancer Prognosis via Dirac Rebalancer and Distribution Entanglement
Jia-Xuan Jiang
Jiashuai Liu
Hongtao Wu
Yifeng Wu
Zhong Wang
Qi Bi
Yefeng Zheng
OOD
419
4
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11 Jul 2025
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization
Youngjun Song
Youngsik Hwang
Jonghun Lee
Heechang Lee
Dong-Young Lim
AAML
347
0
0
01 Jul 2025
ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation
ConStyX: Content Style Augmentation for Generalizable Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Xi Chen
Zhiqiang Shen
Peng Cao
Jinzhu Yang
Osmar R. Zaiane
OOD
327
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RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
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Adam Piaseczny
Md Kamran Chowdhury Shisher
Shiqiang Wang
Christopher G. Brinton
298
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30 May 2025
Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization
Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization
Shohei Enomoto
OODAI4CE
291
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Distance Transform Guided Mixup for Alzheimer's Detection
Distance Transform Guided Mixup for Alzheimer's DetectionSignal Processing and Communications Applications Conference (SIU), 2025
Zobia Batool
Huseyin Ozkan
E. Aptoula
MedIm
291
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DAM: Domain-Aware Module for Multi-Domain Dataset Condensation
DAM: Domain-Aware Module for Multi-Domain Dataset Condensation
Jaehyun Choi
Gyojin Han
Dong-Jae Lee
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DDAI4CE
401
2
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28 May 2025
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