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Domain-Adversarial Training of Neural Networks
v1v2v3v4 (latest)

Domain-Adversarial Training of Neural Networks

28 May 2015
Yaroslav Ganin
E. Ustinova
Hana Ajakan
Pascal Germain
Hugo Larochelle
François Laviolette
M. Marchand
Victor Lempitsky
    GANOOD
ArXiv (abs)PDFHTML

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,643 papers shown
Title
A formal approach to good practices in Pseudo-Labeling for Unsupervised
  Domain Adaptive Re-Identification
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification
Fabian Dubourvieux
Romaric Audigier
Angélique Loesch
Samia Ainouz
S. Canu
129
7
0
24 Dec 2021
Encoding Hierarchical Information in Neural Networks helps in
  Subpopulation Shift
Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift
Amitangshu Mukherjee
Isha Garg
Kaushik Roy
38
6
0
20 Dec 2021
Investigation of Densely Connected Convolutional Networks with Domain
  Adversarial Learning for Noise Robust Speech Recognition
Investigation of Densely Connected Convolutional Networks with Domain Adversarial Learning for Noise Robust Speech Recognition
C. Li
Ngoc Thang Vu
34
0
0
19 Dec 2021
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot
  Generalization
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization
Kowshik Thopalli
Sameeksha Katoch
Pavan Turaga
Jayaraman J. Thiagarajan
OOD
49
0
0
17 Dec 2021
Domain Adaptation on Point Clouds via Geometry-Aware Implicits
Domain Adaptation on Point Clouds via Geometry-Aware Implicits
Yuefan Shen
Yanchao Yang
Mi Yan
He Wang
Youyi Zheng
Leonidas Guibas
3DPC
84
45
0
17 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey
Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang
Haohan Wang
Diyi Yang
300
139
0
15 Dec 2021
Self-Ensembling GAN for Cross-Domain Semantic Segmentation
Self-Ensembling GAN for Cross-Domain Semantic Segmentation
Yonghao Xu
Fengxiang He
Bo Du
Dacheng Tao
Liangpei Zhang
GAN
66
17
0
15 Dec 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of
  Dense Retrieval
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
Kexin Wang
Nandan Thakur
Nils Reimers
Iryna Gurevych
VLM
168
157
0
14 Dec 2021
Transferrable Contrastive Learning for Visual Domain Adaptation
Transferrable Contrastive Learning for Visual Domain Adaptation
Yang Chen
Yingwei Pan
Yu Wang
Ting Yao
Xinmei Tian
Tao Mei
97
23
0
14 Dec 2021
Compensating trajectory bias for unsupervised patient stratification
  using adversarial recurrent neural networks
Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks
A. Javer
O. Parsons
Oliver Carr
J. Baxter
C. Diedrich
E. Elcci
Steffen Schaper
K. Coboeken
Robert Durichen
28
1
0
14 Dec 2021
Progressive Graph Convolution Network for EEG Emotion Recognition
Progressive Graph Convolution Network for EEG Emotion Recognition
Yijing Zhou
Fu Li
Yang Li
Youshuo Ji
Guangming Shi
Wenming Zheng
Lijian Zhang
Yuanfang Chen
Rui Cheng
34
43
0
14 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition
A Survey of Unsupervised Domain Adaptation for Visual Recognition
Youshan Zhang
OOD
85
45
0
13 Dec 2021
Makeup216: Logo Recognition with Adversarial Attention Representations
Makeup216: Logo Recognition with Adversarial Attention Representations
Junjun Hu
Yanhao Zhu
Bo Zhao
Jiexin Zheng
Chenxu Zhao
Xiangyu Zhu
Kangle Wu
Darun Tang
39
2
0
13 Dec 2021
Improving Speech Recognition on Noisy Speech via Speech Enhancement with
  Multi-Discriminators CycleGAN
Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN
Chia-Yu Li
Ngoc Thang Vu
29
8
0
12 Dec 2021
Semi-supervised Domain Adaptive Structure Learning
Semi-supervised Domain Adaptive Structure Learning
Can Qin
Lichen Wang
Qianqian Ma
Yu Yin
Huan Wang
Y. Fu
TTA
124
22
0
12 Dec 2021
Self-Ensemling for 3D Point Cloud Domain Adaption
Self-Ensemling for 3D Point Cloud Domain Adaption
Qing Li
Xiaojiang Peng
Chuan Yan
Pan Gao
Qi Hao
3DPC
87
1
0
10 Dec 2021
Extending the WILDS Benchmark for Unsupervised Adaptation
Extending the WILDS Benchmark for Unsupervised Adaptation
Shiori Sagawa
Pang Wei Koh
Tony Lee
Irena Gao
Sang Michael Xie
...
Kate Saenko
Tatsunori Hashimoto
Sergey Levine
Chelsea Finn
Percy Liang
OOD
67
102
0
09 Dec 2021
Adaptive Methods for Aggregated Domain Generalization
Adaptive Methods for Aggregated Domain Generalization
Xavier Thomas
D. Mahajan
A. Pentland
Abhimanyu Dubey
OOD
63
10
0
09 Dec 2021
HBReID: Harder Batch for Re-identification
HBReID: Harder Batch for Re-identification
Wenqi Li
Furong Xu
Jianan Zhao
Ruobing Zheng
Cheng Zou
Meng Wang
Yuan Cheng
37
3
0
09 Dec 2021
Burn After Reading: Online Adaptation for Cross-domain Streaming Data
Burn After Reading: Online Adaptation for Cross-domain Streaming Data
Luyu Yang
M. Gao
Zeyuan Chen
Ran Xu
Abhinav Shrivastava
Chetan Ramaiah
66
4
0
08 Dec 2021
Multinational Address Parsing: A Zero-Shot Evaluation
Multinational Address Parsing: A Zero-Shot Evaluation
Marouane Yassine
David Beauchemin
Franccois Laviolette
Luc Lamontagne
47
2
0
07 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a
  Comprehensive Survey
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey
G. Csurka
Riccardo Volpi
Boris Chidlovskii
OODVLM3DV
144
40
0
06 Dec 2021
Seeing Objects in dark with Continual Contrastive Learning
Seeing Objects in dark with Continual Contrastive Learning
U. Dutta
ObjD
73
3
0
06 Dec 2021
Toward Real-World Voice Disorder Classification
Toward Real-World Voice Disorder Classification
Heng-Cheng Kuo
Yu-Peng Hsieh
Huan-Hsin Tseng
Chi-Te Wang
Shih-Hau Fang
Yu Tsao
59
3
0
05 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source
  Data
Unsupervised Adaptation of Semantic Segmentation Models without Source Data
S. Paul
Ansh Khurana
Gaurav Aggarwal
OOD
197
7
0
04 Dec 2021
Unsupervised Domain Generalization by Learning a Bridge Across Domains
Unsupervised Domain Generalization by Learning a Bridge Across Domains
Sivan Harary
Eli Schwartz
Assaf Arbelle
Peter W. J. Staar
Shady Abu Hussein
...
Hildegard Kuehne
Dina Katabi
Kate Saenko
Rogerio Feris
Leonid Karlinsky
OOD
84
42
0
04 Dec 2021
Causal-based Time Series Domain Generalization for Vehicle Intention
  Prediction
Causal-based Time Series Domain Generalization for Vehicle Intention Prediction
Yeping Hu
Xiaogang Jia
Masayoshi Tomizuka
Wei Zhan
OOD
82
26
0
03 Dec 2021
Hierarchical Optimal Transport for Unsupervised Domain Adaptation
Hierarchical Optimal Transport for Unsupervised Domain Adaptation
Mourad El Hamri
Younès Bennani
Issam Falih
Hamid Ahaggach
OT
64
18
0
03 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and
  Curriculum Learning
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning
Shengjia Zhang
Tiancheng Lin
Yi Tian Xu
89
5
0
03 Dec 2021
A Survey: Deep Learning for Hyperspectral Image Classification with Few
  Labeled Samples
A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples
Sen Jia
Shuguo Jiang
Zhijie Lin
Nanying Li
Meng Xu
Shiqi Yu
VLM
91
279
0
03 Dec 2021
Towards More Robust Natural Language Understanding
Towards More Robust Natural Language Understanding
Xinliang Frederick Zhang
65
2
0
01 Dec 2021
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by
  Normalization
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization
M. Jehanzeb Mirza
Jakub Micorek
Horst Possegger
Horst Bischof
81
133
0
01 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic
  Data
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data
Samarth Mishra
Yikang Shen
Cheng Perng Phoo
Chun-Fu Chen
Leonid Karlinsky
Kate Saenko
Venkatesh Saligrama
Rogerio Feris
106
38
0
30 Nov 2021
Unsupervised Domain Adaptation: A Reality Check
Unsupervised Domain Adaptation: A Reality Check
Kevin Musgrave
Serge Belongie
Ser-Nam Lim
82
22
0
30 Nov 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via
  Regularized Domain Concatenation
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation
Lingdong Kong
N. Quader
Venice Erin Liong
97
49
0
30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for
  Domain-Adaptive Semantic Segmentation
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
Lukas Hoyer
Dengxin Dai
Luc Van Gool
AI4CE
107
462
0
29 Nov 2021
Towards Robust and Adaptive Motion Forecasting: A Causal Representation
  Perspective
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective
Yuejiang Liu
Riccardo Cadei
Jonas Schweizer
Sherwin Bahmani
Alexandre Alahi
OODTTA
106
53
0
29 Nov 2021
Self-supervised Autoregressive Domain Adaptation for Time Series Data
Self-supervised Autoregressive Domain Adaptation for Time Series Data
Mohamed Ragab
Emadeldeen Eldele
Zhenghua Chen
Min-man Wu
C. Kwoh
Xiaoli Li
AI4TS
107
52
0
29 Nov 2021
Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation
Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation
Jeongbeen Yoon
Dahyun Kang
Minsu Cho
TTA
76
38
0
29 Nov 2021
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification
Yicheng Zhu
Yiqiao Qiu
Qingyuan Wu
Fu Lee Wang
Yanghui Rao
106
15
0
28 Nov 2021
Towards Principled Disentanglement for Domain Generalization
Towards Principled Disentanglement for Domain Generalization
Hanlin Zhang
Yi-Fan Zhang
Weiyang Liu
Adrian Weller
Bernhard Schölkopf
Eric Xing
OOD
126
118
0
27 Nov 2021
On Learning Domain-Invariant Representations for Transfer Learning with
  Multiple Sources
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources
Trung-Nghia Phung
Trung Le
L. Vuong
Toan M. Tran
Anh Tran
Hung Bui
Dinh Q. Phung
OODAI4CE
78
19
0
27 Nov 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning
Learning to Transfer for Traffic Forecasting via Multi-task Learning
Y. Lu
AI4TS
73
7
0
27 Nov 2021
Learning from learning machines: a new generation of AI technology to
  meet the needs of science
Learning from learning machines: a new generation of AI technology to meet the needs of science
L. Pion-Tonachini
K. Bouchard
Héctor García Martín
S. Peisert
W. B. Holtz
...
Rick L. Stevens
Mark Anderson
Ken Kreutz-Delgado
Michael W. Mahoney
James B. Brown
66
8
0
27 Nov 2021
Failure Modes of Domain Generalization Algorithms
Failure Modes of Domain Generalization Algorithms
T. Galstyan
Hrayr Harutyunyan
Hrant Khachatrian
Greg Ver Steeg
Aram Galstyan
OOD
72
11
0
26 Nov 2021
Non-IID data and Continual Learning processes in Federated Learning: A
  long road ahead
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead
Marcos F. Criado
F. Casado
R. Iglesias
Carlos V. Regueiro
S. Barro
FedML
80
79
0
26 Nov 2021
Contrastive Vicinal Space for Unsupervised Domain Adaptation
Contrastive Vicinal Space for Unsupervised Domain Adaptation
Jaemin Na
Dongyoon Han
H. Chang
Wonjun Hwang
98
20
0
26 Nov 2021
Simple Contrastive Representation Adversarial Learning for NLP Tasks
Simple Contrastive Representation Adversarial Learning for NLP Tasks
Deshui Miao
Jiaqi Zhang
Wenbo Xie
Jian Song
Xin Li
Lijuan Jia
Ning Guo
SSL
43
13
0
26 Nov 2021
Cross-Domain Adaptive Teacher for Object Detection
Cross-Domain Adaptive Teacher for Object Detection
Yu-Jhe Li
Xiaoliang Dai
Chih-Yao Ma
Yen-Cheng Liu
Kan Chen
Bichen Wu
Zijian He
Kris Kitani
Peter Vajda
ObjD
122
187
0
25 Nov 2021
Towards Fewer Annotations: Active Learning via Region Impurity and
  Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
UQCV
93
92
0
25 Nov 2021
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