Domain Generalization Using a Mixture of Multiple Latent Domains

AAAI Conference on Artificial Intelligence (AAAI), 2019

18 November 2019

Papers citing "Domain Generalization Using a Mixture of Multiple Latent Domains"

50 / 177 papers shown

Title
Latent Domain Prompt Learning for Vision-Language Models Zhixing Li Arsham Gholamzadeh Khoee Yinan Yu OOD VLM 140 0 0 29 Oct 2025
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 143 4 0 19 Oct 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 114 0 0 11 Aug 2025
Multi-Granularity Feature Calibration via VFM for Domain Generalized Semantic Segmentation Xinhui Li Xiaojie Guo 132 0 0 05 Aug 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
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
UdonCare: Hierarchy Pruning for Unseen Domain Discovery in Predictive Healthcare Pengfei Hu Xiaoxue Han Fei Wang Yue Ning OOD 303 2 0 08 Jun 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 255 1 0 23 Apr 2025
Vision and Language Integration for Domain Generalization Yanmei Wang Xiyao Liu Fupeng Chu Zhi Han VLM 261 0 0 17 Apr 2025
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous DomainsProceedings of the VLDB Endowment (PVLDB), 2025 Vincent Jacob Y. Diao AI4TS 261 2 0 29 Mar 2025
V2X-DG: Domain Generalization for Vehicle-to-Everything Cooperative PerceptionIEEE International Conference on Robotics and Automation (ICRA), 2025 Yangqiu Song Zongzhe Xu Jiajian Li Xinyu Liu Jianwu Fang Xiaopeng Li Hongkai Yu 281 1 0 19 Mar 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization Xavier Thomas Deepti Ghadiyaram DiffM 447 2 0 09 Mar 2025
Gradient-Guided Annealing for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2025 Aristotelis Ballas Christos Diou OOD 1.2K 4 0 27 Feb 2025
Invariance Pair-Guided Learning: Enhancing Robustness in Neural Networks Martin Surner Abdelmajid Khelil Ludwig Bothmann OOD 252 0 0 26 Feb 2025
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous drivingIEEE Transactions on robotics (TRO), 2023 Jules Sanchez Jean-Emmanuel Deschaud Franccois Goulette 426 8 0 28 Jan 2025
IRASNet: Improved Feature-Level Clutter Reduction for Domain Generalized SAR-ATRIEEE Transactions on Aerospace and Electronic Systems (IEEE T-AES), 2024 Oh-Tae Jang Hae-Kang Song Min-Jun Kim Kyung-Hwan Lee Geon Lee ... Hee-Sub Shin Jae-Woo Ok Min-Young Back Jae-Hyuk Yoon Kyung-Tae Kim 122 2 0 25 Sep 2024
UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Jinho Park Se Young Chun Mingoo Seok TTA 194 3 0 19 Sep 2024
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution GeneralizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Qiaowei Miao Yawei Luo Yi Yang OOD OODD 155 2 0 13 Sep 2024
Robust Domain Generalization for Multi-modal Object Recognition Yuxin Qiao Keqin Li Junhong Lin Rong Wei Chufeng Jiang Yang Luo Haoyu Yang VLM 258 27 0 11 Aug 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Niraj Pudasaini Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 259 25 0 11 Jul 2024
PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images Parastoo Sotoudeh Sharifi M. Omair Ahmad M. N. S. Swamy MoMe OOD 236 0 0 21 Jun 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
Domain adaptation in small-scale and heterogeneous biological datasets Seyedmehdi Orouji Martin C. Liu T. Korem Megan A. K. Peters 162 24 0 29 May 2024
V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions Baolu Li Jinlong Li Xinyu Liu Runsheng Xu Zhengzhong Tu Jiacheng Guo Xiaopeng Li Hongkai Yu 282 13 0 17 Mar 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated LearningComputer Vision and Pattern Recognition (CVPR), 2024 Sikai Bai Jiewei Zhang Shuaicheng Li Song Guo Jingcai Guo Jun Hou Tao Han Xiaocheng Lu FedML 325 25 0 11 Mar 2024
Domain Adversarial Active Learning for Domain Generalization ClassificationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Jianting Chen Ling Ding Yunxiao Yang Zaiyuan Di Yang Xiang OOD 190 3 0 10 Mar 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization Deng Li Aming Wu Yaowei Wang Yahong Han OOD VLM 314 24 0 28 Feb 2024
Learning Causal Domain-Invariant Temporal Dynamics for Few-Shot Action Recognition Yuke Li Guangyi Chen Ben Abramowitz Stefano Anzellotti Donglai Wei TTA 273 2 0 20 Feb 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential CorrelationsIEEE Transactions on Image Processing (TIP), 2024 Na Wang Lei Qi Jintao Guo Yinghuan Shi Yang Gao OOD 228 7 0 11 Jan 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
Generalizable Sleep Staging via Multi-Level Domain AlignmentAAAI Conference on Artificial Intelligence (AAAI), 2023 Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 456 20 0 13 Dec 2023
Invariant Representation via Decoupling Style and Spurious Features from Images Ruimeng Li Yuanhao Pu Zhaoyi Li Hong Xie Defu Lian OOD 308 1 0 11 Dec 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote SensingIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2023 Avigyan Bhattacharya Mainak Singha Ankit Jha Biplab Banerjee SSL VLM 173 6 0 27 Nov 2023
Parameter Exchange for Robust Dynamic Domain GeneralizationACM Multimedia (ACM MM), 2023 Luojun Lin Zhifeng Shen Zhishu Sun Yuanlong Yu Lei Zhang Weijie Chen OOD 315 7 0 23 Nov 2023
MADG: Margin-based Adversarial Learning for Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2023 Aveen Dayal B. VimalK. Linga Reddy Cenkeramaddi C. K. Mohan Abhinav Kumar Vineeth N. Balasubramanian OOD AAML 271 75 0 14 Nov 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 303 8 0 16 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
Activate and Reject: Towards Safe Domain Generalization under Category ShiftIEEE International Conference on Computer Vision (ICCV), 2023 Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 243 15 0 07 Oct 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 234 9 0 28 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model CapabilityIEEE International Conference on Computer Vision (ICCV), 2023 Xue-Qiu Jiang Jiaxing Huang Sheng Jin Shijian Lu 254 25 0 02 Sep 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 257 2 0 23 Aug 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Jintao Guo Lei Qi Yinghuan Shi OOD 251 36 0 20 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 201 33 0 18 Aug 2023
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and GeneralizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Wang Lu Yongfeng Zhang Xinwei Sun Yiqiang Chen Xiangyang Ji Qiang Yang Xingxu Xie OODD AI4TS 285 28 0 04 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 292 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 224 16 0 25 Jul 2023
DREAM: Domain-free Reverse Engineering Attributes of Black-box Model Rongqing Li Jiaqi Yu Changsheng Li Tong Lu Ye Yuan Guoren Wang MLAU 129 0 0 20 Jul 2023
SRCD: Semantic Reasoning with Compound Domains for Single-Domain Generalized Object DetectionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Zhijie Rao Jingcai Guo Luyao Tang Yue Huang Xinghao Ding Song Guo 310 26 0 04 Jul 2023
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Qi Bi Shaodi You Theo Gevers ViT 569 67 0 01 Jul 2023
Meta Adaptive Task Sampling for Few-Domain Generalization Zheyan Shen Han Yu Peng Cui Tianyu Wang Xingxuan Zhang Linjun Zhou Furui Liu OOD 99 1 0 25 May 2023