Moment Matching for Multi-Source Domain Adaptation

4 December 2018

Papers citing "Moment Matching for Multi-Source Domain Adaptation"

50 / 1,085 papers shown

Title
Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning Md. Mahmudur Rahman Rameswar Panda Mohammad Arif Ul Alam 10 4 0 18 Oct 2022
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization Qishi Dong Muhammad Awais Fengwei Zhou Chuanlong Xie Tianyang Hu Yongxin Yang Sung-Ho Bae Zhenguo Li OODD VLM 39 14 0 17 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization Chaoqi Chen Luyao Tang Feng Liu Gangming Zhao Yue Huang Yizhou Yu 30 31 0 14 Oct 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 22 2 0 14 Oct 2022
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson Gordon Lim Yutong Ai David Kuang Kevin Leach OODD OOD 34 18 0 14 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets Zhiying Lu Hongtao Xie Chuanbin Liu Yongdong Zhang ViT 25 57 0 12 Oct 2022
Visual Prompt Tuning for Test-time Domain Adaptation Yunhe Gao Xingjian Shi Yi Zhu Hongya Wang Zhiqiang Tang Xiong Zhou Mu Li Dimitris N. Metaxas VPVLM VLM 37 80 0 10 Oct 2022
Attention Diversification for Domain Generalization Rang Meng Xianfeng Li Weijie Chen Shicai Yang Jie Song Xinchao Wang Lei Zhang Mingli Song Di Xie Shiliang Pu 23 39 0 09 Oct 2022
Test-time Recalibration of Conformal Predictors Under Distribution Shift Based on Unlabeled Examples Fatih Yilmaz Reinhard Heckel 23 0 0 09 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain Generalization Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 16 3 0 09 Oct 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts Tao Zhong Zhixiang Chi Li Gu Yang Wang Yuanhao Yu Jingshan Tang OOD 66 29 0 08 Oct 2022
Robust Target Training for Multi-Source Domain Adaptation Zhongying Deng Da Li Yi-Zhe Song Tao Xiang OOD 22 3 0 04 Oct 2022
TripleE: Easy Domain Generalization via Episodic Replay X. Li Hongyu Ren Huifeng Yao Ziwei Liu 11 0 0 04 Oct 2022
Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning Shangchao Su Bin Li Xiangyang Xue FedML 31 1 0 04 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn Yuan Hao José Lezama Luisa F. Polanía Huiwen Chang Han Zhang Irfan Essa Lu Jiang VPVLM VLM 56 81 0 03 Oct 2022
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Giovanni Pasqualino Antonino Furnari G. Farinella 15 6 0 03 Oct 2022
Fast OT for Latent Domain Adaptation Siddharth Roheda Ashkan Panahi Hamid Krim OOD OT 17 1 0 02 Oct 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Haoran Chen Xintong Han Zuxuan Wu Yu-Gang Jiang 91 25 0 30 Sep 2022
Domain Generalization -- A Causal Perspective Paras Sheth Raha Moraffah K. S. Candan A. Raglin Huan Liu CML OOD 48 17 0 30 Sep 2022
Multiple Modes for Continual Learning Siddhartha Datta N. Shadbolt CLL MoMe 41 2 0 29 Sep 2022
Domain-Unified Prompt Representations for Source-Free Domain Generalization Hongjing Niu Hanting Li Feng Zhao Bin Li VLM 49 18 0 29 Sep 2022
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems Andrea Gesmundo 21 2 0 29 Sep 2022
Learning Gradient-based Mixup towards Flatter Minima for Domain Generalization Danni Peng Sinno Jialin Pan 34 2 0 29 Sep 2022
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 20 4 0 26 Sep 2022
FedFOR: Stateless Heterogeneous Federated Learning with First-Order Regularization Junjiao Tian James Smith Z. Kira 14 3 0 21 Sep 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach Yue Tan Guodong Long Jie Ma Lu Liu Tianyi Zhou Jing Jiang FedML 31 169 0 21 Sep 2022
Provably Uncertainty-Guided Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Paul L. Rosin Yibin Li Wei Emma Zhang OOD UQCV 42 0 0 19 Sep 2022
Mitigating Both Covariate and Conditional Shift for Domain Generalization Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 39 3 0 17 Sep 2022
On-Device Domain Generalization Kaiyang Zhou Yuanhan Zhang Yuhang Zang Jingkang Yang Chen Change Loy Ziwei Liu OOD 25 6 0 15 Sep 2022
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Andrea Gesmundo 21 18 0 15 Sep 2022
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 35 845 0 07 Sep 2022
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection Abhay Rawat Isha Dua Saurav Gupta Rahul Tallamraju 13 1 0 05 Sep 2022
Generalization in Neural Networks: A Broad Survey Chris Rohlfs OOD AI4CE 11 6 0 04 Sep 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Simone Angarano Mauro Martini Francesco Salvetti Vittorio Mazzia Marcello Chiaberge OOD 33 12 0 02 Sep 2022
Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation JoonHo Lee Gyemin Lee 22 32 0 31 Aug 2022
Uncertainty-Induced Transferability Representation for Source-Free Unsupervised Domain Adaptation Jiangbo Pei Zhuqing Jiang Aidong Men Liang Chen Yang Liu Qingchao Chen 23 26 0 30 Aug 2022
Delving into the Continuous Domain Adaptation Yinsong Xu Zhuqing Jiang Aidong Men Yang Liu Qingchao Chen 21 4 0 28 Aug 2022
Local Context-Aware Active Domain Adaptation Tao Sun Cheng Lu Haibin Ling 28 8 0 26 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 24 15 0 26 Aug 2022
The Value of Out-of-Distribution Data Ashwin De Silva Rahul Ramesh Carey E. Priebe Pratik Chaudhari Joshua T. Vogelstein OODD 19 11 0 23 Aug 2022
Test-time Training for Data-efficient UCDR Soumava Paul Titir Dutta Aheli Saha Abhishek Samanta Soma Biswas OOD 24 0 0 19 Aug 2022
DAFT: Distilling Adversarially Fine-tuned Models for Better OOD Generalization Anshul Nasery Sravanti Addepalli Praneeth Netrapalli Prateek Jain OOD FedML 39 1 0 19 Aug 2022
Prompt Vision Transformer for Domain Generalization Zangwei Zheng Xiangyu Yue Kai Wang Yang You VLM VPVLM MDE 30 51 0 18 Aug 2022
Evaluating Continual Test-Time Adaptation for Contextual and Semantic Domain Shifts Tommie Kerssies Mert Kilickaya Joaquin Vanschoren OOD TTA 30 7 0 18 Aug 2022
Domain-Specific Risk Minimization for Out-of-Distribution Generalization Yi-Fan Zhang Jindong Wang Jian Liang Zhang Zhang Baosheng Yu Liangdao Wang Dacheng Tao Xingxu Xie OOD 24 16 0 18 Aug 2022
Cross-Domain Few-Shot Classification via Inter-Source Stylization Huali Xu Shuaifeng Zhi Li Liu 30 4 0 17 Aug 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo G. El Fakhri Jonghye Woo OOD 39 6 0 16 Aug 2022
Uncertainty-guided Source-free Domain Adaptation Subhankar Roy Martin Trapp Andrea Pilzer Juho Kannala N. Sebe Elisa Ricci Arno Solin EDL TTA UQLM UQCV 37 64 0 16 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh G. El Fakhri Je-Won Kang Jonghye Woo OOD 38 191 0 15 Aug 2022
Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Kevin Musgrave Serge J. Belongie Ser-Nam Lim ALM 22 5 0 15 Aug 2022