Domain Agnostic Learning with Disentangled Representations

28 April 2019

Papers citing "Domain Agnostic Learning with Disentangled Representations"

50 / 138 papers shown

Title
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching Sunny Gupta Nikita Jangid Shounak Das Amit Sethi FedML 26 0 0 10 Jun 2025
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 31 0 0 28 May 2025
GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection Dušan Malić Christian Fruhwirth-Reisinger Samuel Schulter Horst Possegger 3DPC 92 0 0 11 Mar 2025
Gradient-Guided Annealing for Domain Generalization Aristotelis Ballas Christos Diou OOD 614 1 0 27 Feb 2025
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis Yanzhe Zhang Likai Wang Kuan-Jui Su Aiying Zhang Hao Zhu Xiaowen Liu Hui Shen Vince D. Calhoun Yuping Wang H. Deng 105 0 0 03 Feb 2025
Meta Curvature-Aware Minimization for Domain Generalization Zhaoyu Chen Yiwen Ye Feilong Tang Yongsheng Pan Yong-quan Xia BDL 446 1 0 16 Dec 2024
GAQAT: gradient-adaptive quantization-aware training for domain generalization Jiacheng Jiang Yuan Meng Chen Tang Han Yu Qun Li Zhi Wang Wenwu Zhu MQ 80 0 0 07 Dec 2024
Exploring Out-of-distribution Detection for Sparse-view Computed Tomography with Diffusion Models Ezgi Demircan-Tureyen F. Lucka Tristan van Leeuwen DiffM 142 0 0 09 Nov 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 52 0 0 17 Aug 2024
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong Haohuan Fu 109 0 0 14 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 157 5 0 08 Aug 2024
Disentangling Masked Autoencoders for Unsupervised Domain Generalization An Zhang Han Wang Xiang Wang Tat-Seng Chua 100 0 0 10 Jul 2024
Collision Avoidance for Multiple UAVs in Unknown Scenarios with Causal Representation Disentanglement Jiafan Zhuang Zihao Xia Gaofei Han Boxi Wang Wenji Li Dongliang Wang Zhifeng Hao Ruichu Cai Zhun Fan CML 85 0 0 04 Jul 2024
DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain Jun Liu Jiantao Zhou Jiandian Zeng Jinyu Tian Zheng Li 82 0 0 05 Jun 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention Xin Yang Wending Yan Yuan. Yuan Michael Bi Mi Robby T. Tan CLL 91 5 0 15 Jan 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Lin Zhang Linghan Xu Saman Motamed Shayok Chakraborty Fernando de la Torre 87 4 0 10 Jan 2024
Machine Learning in Robotic Ultrasound Imaging: Challenges and Perspectives Yuanwei Bi Zhongliang Jiang Felix Duelmer Dianye Huang Nassir Navab 81 21 0 04 Jan 2024
POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning Junxiang Wang Guangji Bai Wei Cheng Zhengzhang Chen Liang Zhao Haifeng Chen AI4TS 112 3 0 19 Dec 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri YM Pradyumna Akshay Ravindra Kulkarni Jogendra Nath Kundu R. V. Babu CML 90 2 0 27 Nov 2023
Cross-domain feature disentanglement for interpretable modeling of tumor microenvironment impact on drug response Jia Zhai Hui Liu 37 0 0 15 Nov 2023
Domain Generalisation via Risk Distribution Matching Toan Nguyen Kien Do Bao Duong T. Nguyen OOD 100 4 0 28 Oct 2023
PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification Feihong He Gang Li Hui Xiong VLM ViT 138 2 0 05 Oct 2023
Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions Jie Zhao Ziyu Guan Wei Zhao Yue Jiang Xiaofei He 103 3 0 29 Sep 2023
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification Jie Jiao Meiyan Xu Qingqing Chen Hefang Zhou Wangliang Zhou 76 0 0 21 Sep 2023
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman Filtering T. Park Simone DÁmico 99 8 0 20 Sep 2023
Generalizing Across Domains in Diabetic Retinopathy via Variational Autoencoders Sharon Chokuwa M. H. Khan 88 5 0 20 Sep 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 73 0 0 12 Sep 2023
Towards Reliable Domain Generalization: A New Dataset and Evaluations Jiao Zhang Xu-Yao Zhang Cheng-Lin Liu OOD 58 0 0 12 Sep 2023
Exploring Robust Features for Improving Adversarial Robustness Hong Wang Yuefan Deng Shinjae Yoo Yuewei Lin AAML 93 4 0 09 Sep 2023
INSURE: An Information Theory Inspired Disentanglement and Purification Model for Domain Generalization Xi Yu Huan-Hsin Tseng Shinjae Yoo Haibin Ling Yuewei Lin OOD 122 11 0 08 Sep 2023
Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection Yichen Zhang Yifang Yin Ying Zhang Zhenguang Liu Zheng Wang Roger Zimmermann 66 2 0 19 Aug 2023
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization Wang Lu Jindong Wang Xinwei Sun Yiqiang Chen Xiangyang Ji Qiang Yang Xingxu Xie OODD AI4TS 110 18 0 04 Aug 2023
Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions B. Bahmani H. S. Suh WaiChing Sun 57 17 0 24 Jul 2023
Phase Matching for Out-of-Distribution Generalization Chengming Hu Ye Du Rui Wang Hao Chen OOD 60 0 0 24 Jul 2023
Cross-Modal Vertical Federated Learning for MRI Reconstruction Yu-bao Yan Hong Wang Yawen Huang Nanjun He Lei Zhu Yuexiang Li Yong Xu Yefeng Zheng OOD FedML 107 22 0 05 Jun 2023
Maximizing Information in Domain-Invariant Representation Improves Transfer Learning A. Li Elisa Bertino Xuan-Hong Dang Ankush Singla Yuhai Tu M. Wegman OOD 46 1 0 01 Jun 2023
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Ashish Sinha Jonghyun Choi 3DPC 81 2 0 04 Apr 2023
Taking A Closer Look at Visual Relation: Unbiased Video Scene Graph Generation with Decoupled Label Learning Wenqing Wang Yawei Luo Zhiqin Chen Tao Jiang Lei Chen Yi Yang Jun Xiao 71 8 0 23 Mar 2023
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization Yuanwei Bi Zhongliang Jiang Ricarda Clarenbach R. Ghotbi A. Karlas Nassir Navab 93 21 0 22 Mar 2023
Sharpness-Aware Gradient Matching for Domain Generalization Pengfei Wang Zhaoxiang Zhang Zhen Lei Lei Zhang 73 95 0 18 Mar 2023
Open-Set Multi-Source Multi-Target Domain Adaptation Rohit Lal Arihant Gaur Aadhithya Iyer Muhammed Abdullah Shaikh Ritik Agrawal 51 1 0 02 Feb 2023
A Survey of Methods, Challenges and Perspectives in Causality Gaël Gendron Michael Witbrock Gillian Dobbie OOD AI4CE CML 82 13 0 01 Feb 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Xu Fan-Ning Cheng Fudong Nian T. Weise 44 2 0 30 Jan 2023
Discriminative Radial Domain Adaptation Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng OOD 116 14 0 01 Jan 2023
ContraFeat: Contrasting Deep Features for Semantic Discovery Xinqi Zhu Chang Xu Dacheng Tao DRL 90 2 0 14 Dec 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization Jingang Qu T. Faney Zehao Wang Patrick Gallinari Soleiman Yousef J. D. Hemptinne OOD 98 7 0 15 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 65 20 0 07 Nov 2022
FIXED: Frustratingly Easy Domain Generalization with Mixup Wang Lu Jindong Wang Han Yu Lei Huang Xiang Zhang Yiqiang Chen Xingxu Xie 79 8 0 07 Nov 2022
Learnware: Small Models Do Big Zhi Zhou Zhi-Hao Tan 69 26 0 07 Oct 2022
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Yangsong Zhang Subhankar Roy Hongtao Lu Elisa Ricci Stéphane Lathuilière TTA 83 6 0 04 Oct 2022