Domain Generalization: A Survey

3 March 2021

Yu Qiao

Papers citing "Domain Generalization: A Survey"

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Title
Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map Alessandro Simoni Francesco Pelosin 40 0 0 06 May 2025
Test-time Correlation Alignment Linjing You Jiabao Lu Xiayuan Huang OOD 58 0 0 01 May 2025
Towards Space Group Determination from EBSD Patterns: The Role of Deep Learning and High-throughput Dynamical Simulations Alfred Yan Muhammad Nur Talha Kilic Gert Nolze Ankit Agrawal Alok Ratan Choudhary Roberto dos Reis Vinayak Dravid 85 0 0 30 Apr 2025
DG-DETR: Toward Domain Generalized Detection Transformer Seongmin Hwang Daeyoung Han Moongu Jeon ViT 65 0 0 28 Apr 2025
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 101 0 0 25 Apr 2025
Enhancing System Self-Awareness and Trust of AI: A Case Study in Trajectory Prediction and Planning Lars Ullrich Zurab Mujirishvili Knut Graichen 52 0 0 25 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 42 0 0 23 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 37 0 0 14 Apr 2025
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection Nasar Iqbal Niki Martinel Mamba 48 0 0 04 Apr 2025
Compressing 3D Gaussian Splatting by Noise-Substituted Vector Quantization Haishan Wang Mohammad Hassan Vali Arno Solin 3DGS 54 0 0 03 Apr 2025
On Vanishing Variance in Transformer Length Generalization Ruining Li Gabrijel Boduljak Jensen Zhou 36 0 0 03 Apr 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning Yunhe Gao Di Liu Zhuowei Li Y. Li Dongdong Chen Mu Zhou Dimitris N. Metaxas VLM 48 0 0 25 Mar 2025
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 40 0 0 25 Mar 2025
Causal invariant geographic network representations with feature and structural distribution shifts Yuhan Wang Silu He Qinyao Luo Hongyuan Yuan Ling Zhao Jiawei Zhu Haifeng Li OOD 61 0 0 25 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 58 0 0 24 Mar 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 49 0 0 23 Mar 2025
Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising Yongli Xiang Ziming Hong Lina Yao Dadong Wang Tongliang Liu AAML 43 1 0 21 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 107 0 0 21 Mar 2025
Truthful Elicitation of Imprecise Forecasts Anurag Singh Siu Lun Chau Krikamol Muandet 60 0 0 20 Mar 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach Vaibhav Rathore S. Bagchi Saikat Dutta Sarthak Mehrotra Zsolt Kira Biplab Banerjee OOD 74 1 0 19 Mar 2025
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work Kevin Wilkinghoff Takuya Fujimura Keisuke Imoto Jonathan Le Roux Zheng-Hua Tan T. Toda 48 0 0 13 Mar 2025
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health Monitoring Johnson Loh Lyubov Dudchenko Justus Viga T. Gemmeke 57 0 0 12 Mar 2025
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging Yiwei Chen Amir Aghabiglou Shijie Chen Motahare Torki Chao Tang Ruud B. van Heeswijk Yves Wiaux 56 0 0 12 Mar 2025
Koopman-Based Generalization of Deep Reinforcement Learning With Application to Wireless Communications Atefeh Termehchi Ekram Hossain Isaac Woungang 47 0 0 04 Mar 2025
Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises Zirun Guo Tao Jin TTA 84 1 0 04 Mar 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection Boyong He Yuxiang Ji Qianwen Ye Zhuoyue Tan Liaoni Wu DiffM 58 0 0 03 Mar 2025
OpenEarthSensing: Large-Scale Fine-Grained Benchmark for Open-World Remote Sensing Xiang Xiang Zhuo Xu Yao Deng Qinhao Zhou Yifan Liang Ke Chen Qingfang Zheng Yaowei Wang Xilin Chen Wen Gao VLM 43 0 0 28 Feb 2025
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation Zhiqiang Shen Peng Cao Jinzhu Yang Osmar R. Zaiane Z. Chen OOD 49 0 0 28 Feb 2025
InPK: Infusing Prior Knowledge into Prompt for Vision-Language Models Shuchang Zhou Jiwei Wei Shiyuan He Yuyang Zhou Chaoning Zhang Jie Zou Ning Xie Yang Yang VLM VPVLM 81 0 0 27 Feb 2025
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 136 0 0 27 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 60 0 0 15 Feb 2025
MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks Lotfi Abdelkrim Mecharbat Alberto Marchisio Muhammad Shafique M. Ghassemi Tuka Alhanai 82 0 0 11 Feb 2025
Structure-preserving contrastive learning for spatial time series Yiru Jiao S. Cranenburgh Simeon C. Calvert H. Lint AI4TS 87 0 0 10 Feb 2025
Improving Environment Novelty Quantification for Effective Unsupervised Environment Design Jayden Teoh Wenjun Li Pradeep Varakantham 53 1 0 08 Feb 2025
Multi-Domain Graph Foundation Models: Robust Knowledge Transfer via Topology Alignment Shuo Wang Bokui Wang Zhixiang Shen Boyan Deng Zhao Kang 90 1 0 04 Feb 2025
Toward Task Generalization via Memory Augmentation in Meta-Reinforcement Learning Kaixi Bao Chenhao Li Yarden As Andreas Krause Marco Hutter OffRL CLL 104 1 0 03 Feb 2025
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment Sunny Gupta Vinay Sutar Varunav Singh Amit Sethi 39 0 0 28 Jan 2025
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving Jules Sanchez Jean-Emmanuel Deschaud Franccois Goulette 51 1 0 28 Jan 2025
ATRNet-STAR: A Large Dataset and Benchmark Towards Remote Sensing Object Recognition in the Wild Yongxiang Liu Weijie Li Li Liu Jie Zhou Xuying Xiong ... Yafei Song Wei Yang Tianpeng Liu Zhen Liu Xiang Li 79 0 0 23 Jan 2025
UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Chung-ju Huang Yuanpeng He Xiao Han Wenpin Jiao Zhi Jin Leye Wang FedML 33 1 0 20 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 41 8 0 20 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Y. Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 70 3 0 17 Jan 2025
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification Shrihan Agarwal A. Ćiprijanović Brian D. Nord OOD 38 0 0 08 Jan 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
Meta Curvature-Aware Minimization for Domain Generalization Z. Chen Yiwen Ye Feilong Tang Yongsheng Pan Yong-quan Xia BDL 170 1 0 16 Dec 2024
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval Haoyu Jiang Zhi-Qi Cheng Gabriel Moreira Jiawen Zhu Jingdong Sun Bukun Ren Jun-Yan He Qi Dai Xian-Sheng Hua VLM 85 0 0 14 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
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices Yongzhe Jia Xuyun Zhang Hongsheng Hu K. Choo Lianyong Qi Xiaolong Xu Amin Beheshti Wanchun Dou MoMe FedML 88 0 0 08 Dec 2024
Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification Zhu Han Ce Zhang Lianru Gao Zhiqiang Zeng Michael K. Ng Bing Zhang J. Chanussot 83 4 0 05 Dec 2024
R.I.P.: A Simple Black-box Attack on Continual Test-time Adaptation Trung-Hieu Hoang D. Vo Minh N. Do TTA AAML 94 0 0 02 Dec 2024