Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2007.02454
Cited By
Self-Challenging Improves Cross-Domain Generalization
5 July 2020
Zeyi Huang
Haohan Wang
Eric Xing
Dong Huang
OOD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Self-Challenging Improves Cross-Domain Generalization"
50 / 391 papers shown
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
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
OOD
MedIm
374
0
0
01 Dec 2025
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification
Abhipsa Basu
Aviral Gupta
Abhijnya Bhat
R. Venkatesh Babu
DiffM
375
0
0
11 Nov 2025
ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction
Han Yu
Kehan Li
Dongbai Li
Yue He
Xingxuan Zhang
Peng Cui
OODD
426
3
0
31 Oct 2025
Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization
Knowledge Discovery and Data Mining (KDD), 2025
Tianxin Wei
Yifan Chen
Xinrui He
Wenxuan Bao
Jingrui He
212
5
0
19 Oct 2025
MAT-Agent: Adaptive Multi-Agent Training Optimization
Jusheng Zhang
Kaitong Cai
Yijia Fan
Ningyuan Liu
Keze Wang
214
37
0
10 Oct 2025
Class-Invariant Test-Time Augmentation for Domain Generalization
Zhicheng Lin
Xiaolin Wu
Xi Zhang
OOD
TTA
449
0
0
17 Sep 2025
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
Reinforcement Learning Driven Generalizable Feature Representation for Cross-User Activity Recognition
Xiaozhou Ye
Kevin I-Kai Wang
138
0
0
31 Aug 2025
MorphGen: Morphology-Guided Representation Learning for Robust Single-Domain Generalization in Histopathological Cancer Classification
Hikmat Khan
Syed Farhan Alam Zaidi
Pir Masoom Shah
Kiruthika Balakrishnan
Rabia Khan
Muhammad Waqas
Jia Wu
OOD
MedIm
286
1
0
30 Aug 2025
Domain Generalization of Pathological Image Segmentation by Patch-Level and WSI-Level Contrastive Learning
Yuki Shigeyasu
S. Harada
Akihiko Yoshizawa
Kazuhiro Terada
Naoki Nakazima
Mariyo Rokutan-Kurata
Hiroyuki Abe
T. Ushiku
Ryoma Bise
OOD
205
0
0
11 Aug 2025
Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment
Yuzhen Gao
Qianqian Wang
Yongheng Sun
C. Wang
Yongquan Liang
Mingxia Liu
203
0
0
30 Jul 2025
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
Domain Generalization via Pareto Optimal Gradient Matching
Khoi Do
Duong Nguyen
Nam-Khanh Le
Quoc-Viet Pham
Binh-Son Hua
Won Joo Hwang
272
2
0
16 Jul 2025
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
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
Sunny Gupta
Nikita Jangid
Shounak Das
Amit Sethi
FedML
311
0
0
10 Jun 2025
Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization
Shohei Enomoto
OOD
AI4CE
291
0
0
29 May 2025
Single Domain Generalization for Alzheimer's Detection from 3D MRIs with Pseudo-Morphological Augmentations and Contrastive Learning
Zobia Batool
Huseyin Ozkan
E. Aptoula
OOD
547
1
0
28 May 2025
Distance Transform Guided Mixup for Alzheimer's Detection
Signal Processing and Communications Applications Conference (SIU), 2025
Zobia Batool
Huseyin Ozkan
E. Aptoula
MedIm
293
2
0
28 May 2025
LangDAug: Langevin Data Augmentation for Multi-Source Domain Generalization in Medical Image Segmentation
Piyush Tiwary
Kinjawl Bhattacharyya
Prathosh A.P.
MedIm
316
2
0
26 May 2025
Continuous Domain Generalization
Zekun Cai
Yiheng Yao
Guangji Bai
Renhe Jiang
Xuan Song
Ryosuke Shibasaki
Liang Zhao
OOD
633
1
0
17 May 2025
Multi-Source Collaborative Style Augmentation and Domain-Invariant Learning for Federated Domain Generalization
Yikang Wei
259
0
0
15 May 2025
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework
IEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Jun Li
Hongzhang Zhu
Tao Chen
Xiaohua Qian
347
10
0
12 May 2025
Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition
Xiaozhou Ye
Kevin I-Kai Wang
238
0
0
08 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
351
1
0
29 Apr 2025
Improving Generalization in MRI-Based Deep Learning Models for Total Knee Replacement Prediction
Ehsan Karami
Hamid Soltanian-Zadeh
AI4CE
592
0
0
27 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing
Hariseetharam Gunduboina
Muhammad Haris Khan
Biplab Banerjee
VLM
331
2
0
23 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey
Jindong Li
Yongqian Li
Yali Fu
Jiahong Liu
Yixin Liu
Menglin Yang
Irwin King
VLM
386
7
0
19 Apr 2025
Vision and Language Integration for Domain Generalization
Yanmei Wang
Xiyao Liu
Fupeng Chu
Zhi Han
VLM
328
0
0
17 Apr 2025
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization
AAAI Conference on Artificial Intelligence (AAAI), 2023
Lin Zhu
Yifeng Yang
Zichao Nie
Yuan Gao
VLM
447
0
0
13 Apr 2025
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization
AAAI Conference on Artificial Intelligence (AAAI), 2025
Qi Bi
Jingjun Yi
Hao Zheng
Haolan Zhan
Wei Ji
Yawen Huang
Yuexiang Li
OOD
391
3
0
10 Apr 2025
Decentralized Domain Generalization with Style Sharing: Formal Model and Convergence Analysis
Shahryar Zehtabi
Dong-Jun Han
Seyyedali Hosseinalipour
Christopher G. Brinton
FedML
AI4CE
639
0
0
08 Apr 2025
Generative Classifier for Domain Generalization
Shaocong Long
Qianyu Zhou
Xuelong Li
Chenhao Ying
Yunhai Tong
Lizhuang Ma
Yuan Luo
Dacheng Tao
313
0
0
03 Apr 2025
Enhancing Learnable Descriptive Convolutional Vision Transformer for Face Anti-Spoofing
Pei-Kai Huanga
Jun-Xiong Chong
Ming-Tsung Hsu
Fang-Yu Hsu
Chiou-Ting Hsu
CVBM
307
2
0
29 Mar 2025
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2025
Xiran Wang
Jian Zhang
Lei Qi
Yinghuan Shi
354
7
0
23 Mar 2025
Casual Inference via Style Bias Deconfounding for Domain Generalization
Jiaxi Li
Di Lin
Hao Chen
Hongying Liu
Liang Wan
Wei Feng
OOD
CML
AI4CE
383
0
0
21 Mar 2025
Domain Generalization for Improved Human Activity Recognition in Office Space Videos Using Adaptive Pre-processing
Partho Ghosh
Raisa Bentay Hossain
Mohammad Zunaed
Taufiq Hasan
274
1
0
16 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization
Xavier Thomas
Deepti Ghadiyaram
DiffM
661
2
0
09 Mar 2025
Data-Efficient Generalization for Zero-shot Composed Image Retrieval
Zining Chen
Zhicheng Zhao
Fei Su
Xiaoqin Zhang
Shijian Lu
VLM
473
3
0
07 Mar 2025
Gradient-Guided Annealing for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2025
Aristotelis Ballas
Christos Diou
OOD
1.5K
10
0
27 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Sameer Ambekar
Zehao Xiao
Xiantong Zhen
Cees G. M. Snoek
OOD
534
3
0
15 Feb 2025
FedDAG: Federated Domain Adversarial Generation Towards Generalizable Medical Image Analysis
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Haoxuan Che
Yifei Wu
Haibo Jin
Yong-quan Xia
Hao Chen
OOD
FedML
MedIm
230
5
0
28 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
Neural Information Processing Systems (NeurIPS), 2024
Hongyu Sun
Qiuhong Ke
Yanjie Wang
Wang Chen
Kang Yang
Deying Li
Jianfei Cai
3DPC
582
7
0
17 Jan 2025
Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition
Junyao Wang
Mohammad Abdullah Al Faruque
HAI
204
4
0
31 Dec 2024
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Di Xiong
Shuoyuan Wang
Lei Zhang
Wenbo Huang
Chaolei Han
417
10
0
18 Dec 2024
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes
Computer Vision and Pattern Recognition (CVPR), 2024
Aodi Li
Liansheng Zhuang
Xiao Long
Minghong Yao
Shafei Wang
1.3K
9
0
18 Dec 2024
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yimu Pan
Sitao Zhang
Alison D. Gernand
Jeffery A. Goldstein
J. Z. Wang
359
2
0
17 Dec 2024
Meta Curvature-Aware Minimization for Domain Generalization
Zhaoyu Chen
Yiwen Ye
Feilong Tang
Yongsheng Pan
Yong-quan Xia
BDL
1.1K
1
0
16 Dec 2024
Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation
Jie Bao
Zhixin Zhou
Wen Jung Li
Rui Luo
MedIm
357
1
0
05 Dec 2024
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Jaehyun Choi
Junwon Ko
Dong-Jae Lee
Junmo Kim
VLM
333
2
0
03 Dec 2024
1
2
3
4
5
6
7
8
Next
Page 1 of 8
