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Moment Matching for Multi-Source Domain Adaptation
v1v2v3v4 (latest)

Moment Matching for Multi-Source Domain Adaptation

4 December 2018
Xingchao Peng
Qinxun Bai
Xide Xia
Zijun Huang
Kate Saenko
Bo Wang
    OOD
ArXiv (abs)PDFHTML

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

50 / 1,212 papers shown
Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised
  Domain Adaptation
Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation
M. Bhalerao
Anurag Singh
Soma Biswas
137
2
0
22 Nov 2022
Boosting Novel Category Discovery Over Domains with Soft Contrastive
  Learning and All-in-One Classifier
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One ClassifierIEEE International Conference on Computer Vision (ICCV), 2022
Z. Zang
Lei Shang
Senqiao Yang
Haiwei Yang
Baigui Sun
Xuansong Xie
Stan Z. Li
393
26
0
21 Nov 2022
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World
  Surveillance
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance
Sébastien Piérard
A. Cioppa
Anaïs Halin
Renaud Vandeghen
Maxime Zanella
Benoît Macq
Saïd Mahmoudi
Marc Van Droogenbroeck
146
7
0
18 Nov 2022
Multi-source Domain Adaptation for Text-independent Forensic Speaker
  Recognition
Multi-source Domain Adaptation for Text-independent Forensic Speaker RecognitionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Zhenyu Wang
John H. L. Hansen
181
25
0
17 Nov 2022
How to Fine-Tune Vision Models with SGD
How to Fine-Tune Vision Models with SGDInternational Conference on Learning Representations (ICLR), 2022
Ananya Kumar
Ruoqi Shen
Sébastien Bubeck
Suriya Gunasekar
VLM
302
35
0
17 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive
  Survey
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2022
Yuecong Xu
Haozhi Cao
Zhenghua Chen
Xiaoli Li
Lihua Xie
Jianfei Yang
232
23
0
17 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of
  Models
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of ModelsNeurocomputing (Neurocomputing), 2022
JoonHo Lee
Gyemin Lee
145
16
0
16 Nov 2022
Empirical Study on Optimizer Selection for Out-of-Distribution
  Generalization
Empirical Study on Optimizer Selection for Out-of-Distribution Generalization
Hiroki Naganuma
Kartik Ahuja
S. Takagi
Tetsuya Motokawa
Rio Yokota
Kohta Ishikawa
I. Sato
Ioannis Mitliagkas
OOD
401
8
0
15 Nov 2022
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision
  Research
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
J. Bornschein
Alexandre Galashov
Ross Hemsley
Amal Rannen-Triki
Yutian Chen
...
Angeliki Lazaridou
Yee Whye Teh
Andrei A. Rusu
Razvan Pascanu
MarcÁurelio Ranzato
OODVLMAI4TS
327
20
0
15 Nov 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization
Jingang Qu
T. Faney
Zehao Wang
Patrick Gallinari
Soleiman Yousef
J. D. Hemptinne
OOD
314
10
0
15 Nov 2022
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative LearningAAAI Conference on Artificial Intelligence (AAAI), 2022
Shangchao Su
Min Yang
Bin Li
Xiangyang Xue
VLMFedML
382
37
0
15 Nov 2022
Generalization Beyond Feature Alignment: Concept Activation-Guided
  Contrastive Learning
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive LearningIEEE Transactions on Image Processing (IEEE TIP), 2022
Zichen Liu
Chris Xing Tian
Haoliang Li
Shiqi Wang
339
2
0
13 Nov 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive
  Contrastive Learning
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive LearningNeural Information Processing Systems (NeurIPS), 2022
Ziyi Zhang
Weikai Chen
Hui Cheng
Zerui Li
Siyuan Li
Guanbin Li
Guanbin Li
162
88
0
12 Nov 2022
GAPartNet: Cross-Category Domain-Generalizable Object Perception and
  Manipulation via Generalizable and Actionable Parts
GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable PartsComputer Vision and Pattern Recognition (CVPR), 2022
Haoran Geng
Helin Xu
Chengyan Zhao
Chao Xu
Li Yi
Siyuan Huang
He Wang
3DPC
343
144
0
10 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for
  Real-World Domain Shifts
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts
Qi Fan
Mattia Segu
Yu-Wing Tai
Feng Yu
Chi-Keung Tang
Bernt Schiele
Dengxin Dai
209
15
0
08 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation
CoNMix for Source-free Single and Multi-target Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Vikash Kumar
Rohit Lal
Himanshu Patil
Anirban Chakraborty
TTA
181
33
0
07 Nov 2022
Unified Optimal Transport Framework for Universal Domain Adaptation
Unified Optimal Transport Framework for Universal Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022
Wanxing Chang
Ye Shi
H. Tuan
Jingya Wang
OT
324
89
0
31 Oct 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation
Subsidiary Prototype Alignment for Universal Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022
Jogendra Nath Kundu
Suvaansh Bhambri
Akshay Ravindra Kulkarni
Hiran Sarkar
Varun Jampani
R. Venkatesh Babu
192
25
0
28 Oct 2022
SimpleDG: Simple Domain Generalization Baseline without Bells and
  Whistles
SimpleDG: Simple Domain Generalization Baseline without Bells and Whistles
Zhi Lv
Bo Lin
Yaning Tan
Lihua Wang
Mochen Yu
Yao Tang
Jiajun Liang
116
0
0
26 Oct 2022
Multi-Domain Long-Tailed Learning by Augmenting Disentangled
  Representations
Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations
Xinyu Yang
Huaxiu Yao
Allan Zhou
Chelsea Finn
206
4
0
25 Oct 2022
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain
  Adaptation
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain AdaptationACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Shima Rashidi
Ruwan Tennakoon
Aref Miri Rekavandi
Papangkorn Jessadatavornwong
A. Freis
G. Huff
Mark Easton
A. Mouritz
R. Hoseinnezhad
A. Bab-Hadiashar
175
2
0
24 Oct 2022
Sufficient Invariant Learning for Distribution Shift
Sufficient Invariant Learning for Distribution ShiftComputer Vision and Pattern Recognition (CVPR), 2022
Taero Kim
Sungjun Lim
Kyungwoo Song
Yonghan Jung
Krikamol Muandet
Kyungwoo Song
OOD
360
3
0
24 Oct 2022
Outsourcing Training without Uploading Data via Efficient Collaborative
  Open-Source Sampling
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source SamplingNeural Information Processing Systems (NeurIPS), 2022
Junyuan Hong
Lingjuan Lyu
Jiayu Zhou
Michael Spranger
SyDa
197
8
0
23 Oct 2022
Variational Model Perturbation for Source-Free Domain Adaptation
Variational Model Perturbation for Source-Free Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022
Mengmeng Jing
Xiantong Zhen
Jingjing Li
Cees G. M. Snoek
225
32
0
19 Oct 2022
LAVA: Label-efficient Visual Learning and Adaptation
LAVA: Label-efficient Visual Learning and AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Islam Nassar
Munawar Hayat
Ehsan Abbasnejad
Hamid Rezatofighi
Mehrtash Harandi
Gholamreza Haffari
VLM
204
1
0
19 Oct 2022
Using Language to Extend to Unseen Domains
Using Language to Extend to Unseen DomainsInternational Conference on Learning Representations (ICLR), 2022
Lisa Dunlap
Clara Mohri
Devin Guillory
Han Zhang
Trevor Darrell
Joseph E. Gonzalez
Aditi Raghunanthan
Anja Rohrbach
VLM
571
46
0
18 Oct 2022
Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous
  Learning
Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Md. Mahmudur Rahman
Yikang Shen
Mohammad Arif Ul Alam
140
9
0
18 Oct 2022
ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
ZooD: Exploiting Model Zoo for Out-of-Distribution GeneralizationNeural Information Processing Systems (NeurIPS), 2022
Qishi Dong
Muhammad Awais
Fengwei Zhou
Chuanlong Xie
Tianyang Hu
Yongxin Yang
Sung-Ho Bae
Zhenguo Li
OODDVLM
205
15
0
17 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for
  Domain Generalization
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2022
Chaoqi Chen
Luyao Tang
Yifan Zhang
Gangming Zhao
Yue Huang
Yizhou Yu
242
38
0
14 Oct 2022
Polycentric Clustering and Structural Regularization for Source-free
  Unsupervised Domain Adaptation
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2022
Xinyu Guan
Han Sun
Ningzhong Liu
Huiyu Zhou
194
3
0
14 Oct 2022
Evaluating Out-of-Distribution Performance on Document Image Classifiers
Evaluating Out-of-Distribution Performance on Document Image ClassifiersNeural Information Processing Systems (NeurIPS), 2022
Stefan Larson
Gordon Lim
Yutong Ai
David Kuang
Kevin Leach
OODDOOD
287
21
0
14 Oct 2022
Bridging the Gap Between Vision Transformers and Convolutional Neural
  Networks on Small Datasets
Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small DatasetsNeural Information Processing Systems (NeurIPS), 2022
Zhiying Lu
Hongtao Xie
Chuanbin Liu
Yongdong Zhang
ViT
262
84
0
12 Oct 2022
Visual Prompt Tuning for Test-time Domain Adaptation
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
VPVLMVLM
326
110
0
10 Oct 2022
Attention Diversification for Domain Generalization
Attention Diversification for Domain GeneralizationEuropean Conference on Computer Vision (ECCV), 2022
Rang Meng
Xianfeng Li
Weijie Chen
Shicai Yang
Mingli Song
Xinchao Wang
Lei Zhang
Weilong Dai
Di Xie
Shiliang Pu
204
51
0
09 Oct 2022
Test-time Recalibration of Conformal Predictors Under Distribution Shift
  Based on Unlabeled Examples
Test-time Recalibration of Conformal Predictors Under Distribution Shift Based on Unlabeled Examples
Fatih Yilmaz
Reinhard Heckel
139
2
0
09 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain Generalization
Constrained Maximum Cross-Domain Likelihood for Domain GeneralizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Jianxin Lin
Yongqiang Tang
Junping Wang
Wensheng Zhang
OOD
187
9
0
09 Oct 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from
  Mixture-of-Experts
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-ExpertsNeural Information Processing Systems (NeurIPS), 2022
Tao Zhong
Zhixiang Chi
Li Gu
Yang Wang
Yuanhao Yu
Jingshan Tang
OOD
333
53
0
08 Oct 2022
Robust Target Training for Multi-Source Domain Adaptation
Robust Target Training for Multi-Source Domain AdaptationBritish Machine Vision Conference (BMVC), 2022
Zhongying Deng
Da Li
Yi-Zhe Song
Tao Xiang
OOD
164
4
0
04 Oct 2022
TripleE: Easy Domain Generalization via Episodic Replay
TripleE: Easy Domain Generalization via Episodic Replay
Xuelong Li
Hongyu Ren
Huifeng Yao
Ziwei Liu
172
0
0
04 Oct 2022
Domain Discrepancy Aware Distillation for Model Aggregation in Federated
  Learning
Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning
Shangchao Su
Bin Li
Xiangyang Xue
FedML
162
1
0
04 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning
Visual Prompt Tuning for Generative Transfer LearningComputer Vision and Pattern Recognition (CVPR), 2022
Kihyuk Sohn
Yuan Hao
José Lezama
Luisa F. Polanía
Huiwen Chang
Han Zhang
Irfan Essa
Lu Jiang
VPVLMVLM
324
105
0
03 Oct 2022
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object
  Detection in Cultural Sites through Adversarial Learning and Self-Training
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-TrainingComputer Vision and Image Understanding (CVIU), 2022
Giovanni Pasqualino
Antonino Furnari
G. Farinella
191
7
0
03 Oct 2022
Fast OT for Latent Domain Adaptation
Fast OT for Latent Domain Adaptation
Siddharth Roheda
Ashkan Panahi
Hamid Krim
OODOT
100
1
0
02 Oct 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
Multi-Prompt Alignment for Multi-Source Unsupervised Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022
Haoran Chen
Xintong Han
Zuxuan Wu
Yu-Gang Jiang
387
43
0
30 Sep 2022
Domain Generalization -- A Causal Perspective
Domain Generalization -- A Causal Perspective
Paras Sheth
Raha Moraffah
K. S. Candan
A. Raglin
Huan Liu
CMLOOD
301
22
0
30 Sep 2022
Multiple Modes for Continual Learning
Multiple Modes for Continual Learning
Siddhartha Datta
N. Shadbolt
CLLMoMe
214
2
0
29 Sep 2022
Domain-Unified Prompt Representations for Source-Free Domain
  Generalization
Domain-Unified Prompt Representations for Source-Free Domain Generalization
Hongjing Niu
Hanting Li
Feng Zhao
Bin Li
VLM
261
29
0
29 Sep 2022
A Multiagent Framework for the Asynchronous and Collaborative Extension
  of Multitask ML Systems
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems
Andrea Gesmundo
281
2
0
29 Sep 2022
Learning Gradient-based Mixup towards Flatter Minima for Domain
  Generalization
Learning Gradient-based Mixup towards Flatter Minima for Domain Generalization
Danni Peng
Sinno Jialin Pan
182
5
0
29 Sep 2022
A Comprehensive Review of Trends, Applications and Challenges In
  Out-of-Distribution Detection
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection
Navid Ghassemi
E. F. Ersi
AAMLOODD
224
7
0
26 Sep 2022
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