Deeper, Broader and Artier Domain Generalization

9 October 2017

Da Li

Yongxin Yang

Yi-Zhe Song

Timothy M. Hospedales

OOD

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Papers citing "Deeper, Broader and Artier Domain Generalization"

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Title
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization Youngjun Song Youngsik Hwang Jonghun Lee Heechang Lee Dong-Young Lim AAML 116 0 0 01 Jul 2025
Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations Dongkyu Cho Rumi Chunara 21 0 0 01 Jul 2025
FOCoOp: Enhancing Out-of-Distribution Robustness in Federated Prompt Learning for Vision-Language Models Xinting Liao Weiming Liu Jiaming Qian Pengyang Zhou Jiahe Xu Wenjie Wang Chaochao Chen Xiaolin Zheng Tat-Seng Chua FedML OODD VLM 23 0 0 19 Jun 2025
When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class Yujin Kim H. Kim Hyunwoo J.Kim S. Kim 10 0 0 18 Jun 2025
Dynamic Sparse Training of Diagonally Sparse Networks Abhishek Tyagi Arjun Iyer William H Renninger Christopher Kanan Yuhao Zhu 10 0 0 13 Jun 2025
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching Sunny Gupta Nikita Jangid Shounak Das Amit Sethi FedML 23 0 0 10 Jun 2025
Moment Alignment: Unifying Gradient and Hessian Matching for Domain Generalization Yuen Chen Haozhe Si Guojun Zhang Han Zhao OOD 17 0 0 09 Jun 2025
MoE-MLoRA for Multi-Domain CTR Prediction: Efficient Adaptation with Expert Specialization Ken Yaggel Eyal German Aviel Ben Siman Tov MoE 11 0 0 09 Jun 2025
Clustered Federated Learning via Embedding Distributions Dekai Zhang Matthew Williams Francesca Toni FedML 12 0 0 09 Jun 2025
Data Heterogeneity Modeling for Trustworthy Machine Learning Jiashuo Liu Peng Cui 47 0 0 01 Jun 2025
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget Adam Piaseczny Md Kamran Chowdhury Shisher Shiqiang Wang Christopher G. Brinton 23 0 0 30 May 2025
REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards Zafir Stojanovski Oliver Stanley Joe Sharratt Richard Jones Abdulhakeem Adefioye Jean Kaddour Andreas Kopf OffRL LRM 51 1 0 30 May 2025
From Invariant Representations to Invariant Data: Provable Robustness to Spurious Correlations via Noisy Counterfactual Matching Ruqi Bai Yao Ji Zeyu Zhou David I. Inouye OOD 26 0 0 30 May 2025
Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation Prasanna Reddy Pulakurthi Majid Rabbani Jamison Heard S. Dianat Celso M. De Melo Raghuveer Rao TTA 38 0 0 30 May 2025
Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization Shohei Enomoto OOD AI4CE 20 0 0 29 May 2025
DAM: Domain-Aware Module for Multi-Domain Dataset Condensation Jaehyun Choi Gyojin Han Dong-Jae Lee Sunghyun Baek Junmo Kim DD AI4CE 32 0 0 28 May 2025
Dual-Path Stable Soft Prompt Generation for Domain Generalization Yuedi Zhang Shuanghao Bai Wanqi Zhou Zhirong Luan Badong Chen VLM 26 0 0 24 May 2025
Robust Invariant Representation Learning by Distribution Extrapolation Kotaro Yoshida Konstantinos Slavakis OOD 82 0 0 22 May 2025
Ranked Entropy Minimization for Continual Test-Time Adaptation Jisu Han Jaemin Na Wonjun Hwang TTA 50 0 0 22 May 2025
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment Younghyun Kim Jongheon Jeong Sangkyung Kwak Kyungmin Lee Juho Lee Jinwoo Shin 63 0 0 19 May 2025
Continuous Domain Generalization Zekun Cai Yiheng Yao Guangji Bai Renhe Jiang Xuan Song Ryosuke Shibasaki Liang Zhao OOD 87 0 0 17 May 2025
FRET: Feature Redundancy Elimination for Test Time Adaptation Linjing You Jiabao Lu Xiayuan Huang Xiangli Nie 100 0 0 15 May 2025
Heterogeneous Data Game: Characterizing the Model Competition Across Multiple Data Sources Renzhe Xu Kun Wang Bo Li 69 0 0 12 May 2025
Incentivizing Inclusive Contributions in Model Sharing Markets Enpei Zhang Jingyi Chai Guangyi Liu Yanfeng Wang Siheng Chen TDI FedML 416 0 0 05 May 2025
FedSDAF: Leveraging Source Domain Awareness for Enhanced Federated Domain Generalization Haoyang Li Zesheng Zhou Zhenbiao Cao Xiaochen Li Wei Chen Xinsong Zhang FedML 131 0 0 05 May 2025
Test-time Correlation Alignment Linjing You Jiabao Lu Xiayuan Huang OOD 150 0 0 01 May 2025
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 117 1 0 29 Apr 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 112 0 0 29 Apr 2025
CANet: ChronoAdaptive Network for Enhanced Long-Term Time Series Forecasting under Non-Stationarity Mert Sonmezer Seyda Ertekin AI4TS 96 0 0 24 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 84 0 0 19 Apr 2025
Vision and Language Integration for Domain Generalization Yanmei Wang Xiyao Liu Fupeng Chu Zhi Han VLM 112 0 0 17 Apr 2025
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Prasanna Reddy Pulakurthi Majid Rabbani Celso M. De Melo S. Dianat Raghuveer Rao 78 0 0 17 Apr 2025
COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts Jiansheng Li Xingxuan Zhang Hao Zou Yige Guo Renzhe Xu Yilong Liu Chuzhao Zhu Yue He Peng Cui VLM 93 0 0 14 Apr 2025
BoTTA: Benchmarking on-device Test Time Adaptation Michal Danilowski Soumyajit Chatterjee Abhirup Ghosh TTA 112 0 0 14 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 93 1 0 10 Apr 2025
Domain Generalization via Discrete Codebook Learning Shaocong Long Qianyu Zhou Xikun Jiang Chenhao Ying Lizhuang Ma Yuan Luo 83 1 0 09 Apr 2025
FedMerge: Federated Personalization via Model Merging Shutong Chen Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang FedML MoMe 138 0 0 09 Apr 2025
Decentralized Federated Domain Generalization with Style Sharing: A Formal Modeling and Convergence Analysis Shahryar Zehtabi Dong-Jun Han Seyyedali Hosseinalipour Christopher G. Brinton FedML AI4CE 134 0 0 08 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak OOD TTA 187 0 0 07 Apr 2025
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images Hamza Riaz Alan F. Smeaton 82 0 0 05 Apr 2025
The Effects of Grouped Structural Global Pruning of Vision Transformers on Domain Generalisation Hamza Riaz Alan F. Smeaton ViT 69 0 0 05 Apr 2025
Compressing 3D Gaussian Splatting by Noise-Substituted Vector Quantization Haishan Wang Mohammad Hassan Vali Arno Solin 3DGS 101 0 0 03 Apr 2025
Generative Classifier for Domain Generalization Shaocong Long Qianyu Zhou Xuelong Li Chenhao Ying Yunhai Tong Lizhuang Ma Yuan Luo Dacheng Tao 80 0 0 03 Apr 2025
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization Siqi Wang Aoming Liu Bryan A. Plummer OOD 75 0 0 03 Apr 2025
ProHOC: Probabilistic Hierarchical Out-of-Distribution Classification via Multi-Depth Networks Erik Wallin Fredrik Kahl Lars Hammarstrand OODD 93 0 0 27 Mar 2025
Feature Modulation for Semi-Supervised Domain Generalization without Domain Labels Venuri Amarasinghe Asini Jayakody Isun Randila Kalinga Bandara Chamuditha Jayanga Galappaththige Ranga Rodrigo 91 0 0 26 Mar 2025
Explaining Domain Shifts in Language: Concept erasing for Interpretable Image Classification Zequn Zeng Yudi Su Jianqiao Sun Tiansheng Wen Hao Zhang Zhengjue Wang Bo Chen Hongwei Liu Jiawei Ma VLM 162 0 0 24 Mar 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery Sara Al-Emadi Yin Yang Ferda Ofli 67 0 0 24 Mar 2025
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization Xiran Wang Jian Zhang Lei Qi Yinghuan Shi 99 1 0 23 Mar 2025
A Language Anchor-Guided Method for Robust Noisy Domain Generalization Zilin Dai Lehong Wang Fangzhou Lin Yidong Wang Zhigang Li Kazunori D Yamada Ziming Zhang Wang Lu 410 0 0 21 Mar 2025