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Learning to Optimize Domain Specific Normalization for Domain Generalization

European Conference on Computer Vision (ECCV), 2019

9 July 2019

Papers citing "Learning to Optimize Domain Specific Normalization for Domain Generalization"

50 / 156 papers shown

Title
Environment Inference for Learning Generalizable Dynamical System Shixuan Liu Yue He Haotian Wang Wenjing Yang Yunfei Wang Peng Cui Zhong Liu OOD AI4CE 152 1 0 22 Oct 2025
Set Pivot Learning: Redefining Generalized Segmentation with Vision Foundation Models Xinhui Li Xinyu He Qiming Hu Xiaojie Guo 107 0 0 03 Aug 2025
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation I-Hsiang Chen Hua-En Chang Wei-Ting Chen Jenq-Neng Hwang Sy-Yen Kuo DiffM 162 0 0 28 Jul 2025
Should Bias Always be Eliminated? A Principled Framework to Use Data Bias for OOD Generation Yan Li Guangyi Chen Yunlong Deng Zijian Li Zeyu Tang Anpeng Wu Kun Zhang CML 149 0 0 22 Jul 2025
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization Youngjun Song Youngsik Hwang Jonghun Lee Heechang Lee Dong-Young Lim AAML 263 0 0 01 Jul 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 232 0 0 29 Apr 2025
Improving Generalization in MRI-Based Deep Learning Models for Total Knee Replacement Prediction Ehsan Karami Hamid Soltanian-Zadeh AI4CE 420 0 0 27 Apr 2025
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization Siqi Wang Aoming Liu Bryan A. Plummer OOD 231 0 0 03 Apr 2025
Predicting Practically? Domain Generalization for Predictive Analytics in Real-world Environments Hanyu Duan Yi Yang Ahmed Abbasi Kar Yan Tam OOD 326 2 0 05 Mar 2025
Domain Expansion and Boundary Growth for Open-Set Single-Source Domain GeneralizationIEEE transactions on multimedia (IEEE TMM), 2024 Pengkun Jiao Na Zhao Yue Yu Yu-Gang Jiang OOD 298 2 0 05 Nov 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 156 0 0 17 Aug 2024
GDDS: A Single Domain Generalized Defect Detection Frame of Open World Scenario using Gather and Distribute Domain-shift Suppression Network Haiyong Chen Yaxiu Zhang Yan Zhang Xin Zhang Xingwei Yan 134 1 0 18 Jul 2024
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation Muyang Qiu Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 264 6 0 16 Jul 2024
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights Yan Hao Florent Forest Olga Fink TTA ObjD 255 18 0 10 Jul 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization Songhua Liu Xin Jin Xingyi Yang Jingwen Ye Xinchao Wang OOD 389 5 0 01 Jun 2024
Towards a Better Evaluation of Out-of-Domain Generalization Duhun Hwang Suhyun Kang Moonjung Eo Jimyeong Kim Wonjong Rhee 360 0 0 30 May 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 272 3 0 30 May 2024
MANO: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts Renchunzi Xie Ambroise Odonnat Vasilii Feofanov Weijian Deng Jianfeng Zhang Bo An 321 3 0 29 May 2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts Ruipeng Zhang Ziqing Fan Jiangchao Yao Ya Zhang Yanfeng Wang 226 8 0 29 May 2024
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection Yajing Liu Shijun Zhou Xiyao Liu Chunhui Hao Baojie Fan Jiandong Tian ObjD 255 33 0 24 May 2024
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation Guanlong Jiao Chenyangguang Zhang Haonan Yin Yu Mo Biqing Huang Hui Pan Yi Luo Jingxian Liu 280 2 0 21 Apr 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 536 6 0 31 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Yunlong Tang Yuxuan Wan Lei Qi Xin Geng VLM 233 10 0 25 Mar 2024
Efficiently Assemble Normalization Layers and Regularization for Federated Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2024 Khiem Le-Huy Long Ho Cuong D. Do Danh Le-Phuoc Kok-Seng Wong OOD FedML 234 14 0 22 Mar 2024
Towards Generalizing to Unseen Domains with Few LabelsComputer Vision and Pattern Recognition (CVPR), 2024 Chamuditha Jayanga Galappaththige Sanoojan Baliah Malitha Gunawardhana Muhammad Haris Khan 229 6 0 18 Mar 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains George Eskandar Chongzhe Zhang Abhishek Kaushik Karim Guirguis Mohamed Sayed Bin Yang OOD 3DPC 276 12 0 27 Feb 2024
Prompt-driven Latent Domain Generalization for Medical Image Classification Siyuan Yan Chi Liu Zhen Yu Lie Ju Dwarikanath Mahapatra B. Betz‐Stablein Victoria Mar Monika Janda Peter Soyer Zongyuan Ge OOD VLM MedIm 362 14 0 05 Jan 2024
Credible Teacher for Semi-Supervised Object Detection in Open SceneIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Jingyu Zhuang Kuo Wang Guanbin Li Guanbin Li 244 2 0 01 Jan 2024
Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space Padmaksha Roy Tyler Cody Himanshu Singhal Kevin Choi Ming Jin OOD 336 1 0 28 Dec 2023
Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning Yongjin Yang Taehyeon Kim SeYoung Yun 174 7 0 18 Dec 2023
Test-Time Domain Adaptation by Learning Domain-Aware Batch NormalizationAAAI Conference on Artificial Intelligence (AAAI), 2023 Yanan Wu Zhixiang Chi Yang Wang Konstantinos N. Plataniotis Songhe Feng OOD 237 30 0 15 Dec 2023
Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Zhuoran Yu Chenchen Zhu Sean Culatana Raghuraman Krishnamoorthi Fanyi Xiao Yong Jae Lee 413 21 0 04 Dec 2023
HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization Daeun Lee Minhyeok Heo Jiwon Kim 198 0 0 28 Nov 2023
Improving Generalization of Drowsiness State Classification by Domain-Specific NormalizationBalkan Conference in Informatics (BCI), 2023 Dong-Young Kim Dong-Kyun Han Seo-Hyeon Park Geun-Deok Jang Seong-Whan Lee 185 0 0 15 Nov 2023
FSDA-DG: Improving Cross-Domain Generalizability of Medical Image Segmentation with Few Source Domain Annotations Zanting Ye Ke Wang Wenbing Lv Qianjin Feng Lijun Lu 321 2 0 05 Nov 2023
Domain Generalization Using Large Pretrained Models with Mixture-of-AdaptersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Gyuseong Lee Wooseok Jang Jin Hyeon Kim Jaewoo Jung Seungryong Kim MoE OOD 172 9 0 17 Oct 2023
Domain Generalization Guided by Gradient Signal to Noise Ratio of ParametersIEEE International Conference on Computer Vision (ICCV), 2023 Mateusz Michalkiewicz M. Faraki Xiang Yu Manmohan Chandraker Mahsa Baktash 247 6 0 11 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 159 3 0 09 Oct 2023
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language GuidanceIEEE International Conference on Computer Vision (ICCV), 2023 Zeyi Huang Andy Zhou Zijian Lin Mu Cai Haohan Wang Yong Jae Lee VLM OOD 196 49 0 21 Sep 2023
Towards Reliable Domain Generalization: A New Dataset and Evaluations Jiao Zhang Xu-Yao Zhang Cheng-Lin Liu OOD 173 0 0 12 Sep 2023
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalizationKnowledge-Based Systems (KBS), 2023 Ke Wang Zanting Ye Xiang Xie Haidong Cui Tao Chen Banteng Liu 248 16 0 06 Sep 2023
Multi-Scale and Multi-Layer Contrastive Learning for Domain GeneralizationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Aristotelis Ballas Christos Diou OOD 437 14 0 28 Aug 2023
Generalized Lightness Adaptation with Channel Selective NormalizationIEEE International Conference on Computer Vision (ICCV), 2023 Mingde Yao Jie Huang Xin Jin Ruikang Xu Shenglong Zhou Man Zhou Zhiwei Xiong 178 19 0 26 Aug 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Xiran Wang Jian Zhang Lei Qi Yinghuan Shi 177 32 0 18 Aug 2023
ALFA -- Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals Milad Sikaroudi Seyedeh Maryam Hosseini Shahryar Rahnamayan H. R. Tizhoosh OOD 148 0 0 07 Aug 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Junhyeong Cho Gilhyun Nam Sungyeon Kim Hunmin Yang Suha Kwak VLM OOD TTA 284 72 0 27 Jul 2023
NormAUG: Normalization-guided Augmentation for Domain GeneralizationIEEE Transactions on Image Processing (IEEE TIP), 2023 Lei Qi Hongpeng Yang Yinghuan Shi Xin Geng OOD 208 16 0 25 Jul 2023
Cross Contrasting Feature Perturbation for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Chenming Li Daoan Zhang Wen-Fong Huang Jiang Zhang OOD 243 23 0 24 Jul 2023
Flatness-Aware Minimization for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Xingxuan Zhang Renzhe Xu Han Yu Yancheng Dong Pengfei Tian Peng Cu 240 33 0 20 Jul 2023
Single Domain Generalization via Normalised Cross-correlation Based ConvolutionsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad David Suter A. Bab-Hadiashar OOD 190 3 0 12 Jul 2023