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1505.07818
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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
GAN
OOD
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Papers citing
"Domain-Adversarial Training of Neural Networks"
50 / 3,643 papers shown
Title
Photo-realistic Neural Domain Randomization
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Wadim Kehl
Adrien Gaidon
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Unsupervised Non-transferable Text Classification
Guangtao Zeng
Wei Lu
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Deep Learning in Single-Cell Analysis
Dylan Molho
Jiayuan Ding
Zhaoheng Li
Haifang Wen
Wenzhuo Tang
...
P. Danaher
Robert Yang
Y. Lei
Yuying Xie
Jiliang Tang
106
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22 Oct 2022
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing
Giulio Mattolin
Luca Zanella
Elisa Ricci
Yiming Wang
ObjD
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20 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations
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Muhammed Yusuf Kocyigit
Derry Wijaya
110
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20 Oct 2022
"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts
Haoran Zhang
Harvineet Singh
Marzyeh Ghassemi
Shalmali Joshi
77
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19 Oct 2022
Deep-based quality assessment of medical images through domain adaptation
Marouane Tliba
Aymen Sekhri
M. A. Kerkouri
A. Chetouani
MedIm
44
5
0
19 Oct 2022
Adversarial De-confounding in Individualised Treatment Effects Estimation
Vinod Kumar Chauhan
Soheila Molaei
Marzia Hoque Tania
Anshul Thakur
T. Zhu
David Clifton
CML
46
14
0
19 Oct 2022
Speaker- and Age-Invariant Training for Child Acoustic Modeling Using Adversarial Multi-Task Learning
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Beena Ahmed
J. Epps
29
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19 Oct 2022
Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis
Yanan Xin
Natasa Tagasovska
Fernando Perez-Cruz
Martin Raubal
66
10
0
18 Oct 2022
Enabling Heterogeneous Domain Adaptation in Multi-inhabitants Smart Home Activity Learning
Md. Mahmudur Rahman
Mahta Mousavi
P. Tarr
Mohammad Arif Ul Alam
35
3
0
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Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning
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Yikang Shen
Mohammad Arif Ul Alam
37
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18 Oct 2022
DE-CROP: Data-efficient Certified Robustness for Pretrained Classifiers
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Ruchit Rawal
Anirban Chakraborty
124
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17 Oct 2022
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework and A New Benchmark
Zhizhong Huang
Junping Zhang
Hongming Shan
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31
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Survey of Deep Learning for Autonomous Surface Vehicles in the Marine Environment
Yuanyuan Qiao
Jiaxin Yin
Wei Wang
Fábio Duarte
Jie Yang
C. Ratti
124
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0
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DI-NIDS: Domain Invariant Network Intrusion Detection System
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Mahsa Baktash
Marius Portmann
OOD
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50
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0
15 Oct 2022
Attention Regularized Laplace Graph for Domain Adaptation
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Limin Chen
Shiqiang Hu
AI4CE
86
7
0
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Improving generalizability of distilled self-supervised speech processing models under distorted settings
Kuan-Po Huang
Yu-Kuan Fu
Tsung-Yuan Hsu
Fabian Ritter-Gutierrez
Fan Wang
Liang-Hsuan Tseng
Yu Zhang
Hung-yi Lee
80
14
0
14 Oct 2022
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion
Srikrishna Jaganathan
Maximilian Kukla
Jian Wang
Karthik Shetty
Andreas Maier
3DPC
80
12
0
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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
105
32
0
14 Oct 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation
Xinyu Guan
Han Sun
Ningzhong Liu
Huiyu Zhou
86
2
0
14 Oct 2022
Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors
Qixun Wang
Yifei Wang
Hong Zhu
Yisen Wang
OOD
54
20
0
13 Oct 2022
C-Mixup: Improving Generalization in Regression
Huaxiu Yao
Yiping Wang
Linjun Zhang
James Zou
Chelsea Finn
UQCV
OOD
93
62
0
11 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
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179
89
0
10 Oct 2022
Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data
Qian Yu
Dongnan Liu
Chaoyi Zhang
Xinwen Zhang
Weidong (Tom) Cai
OOD
81
4
0
10 Oct 2022
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network
L. Gan
Connor T. Lee
Soon-Jo Chung
79
16
0
09 Oct 2022
Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap
Mathias Lechner
Ramin Hasani
Alexander Amini
Tsun-Hsuan Wang
T. Henzinger
Daniela Rus
CML
OOD
92
7
0
09 Oct 2022
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models
Ziyi Chang
George Alex Koulieris
Hubert P. H. Shum
55
3
0
09 Oct 2022
Deep Clustering: A Comprehensive Survey
Yazhou Ren
Jingyu Pu
Zhimeng Yang
Jie Xu
Guofeng Li
X. Pu
Philip S. Yu
Lifang He
HAI
104
114
0
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Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation
Ioana Bica
M. Schaar
OOD
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72
22
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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
145
34
0
08 Oct 2022
Empowering Graph Representation Learning with Test-Time Graph Transformation
Wei Jin
Tong Zhao
Jiayu Ding
Yozen Liu
Jiliang Tang
Neil Shah
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144
64
0
07 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation
Xu Guo
Boyang Albert Li
Han Yu
VLM
121
24
0
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Time Will Change Things: An Empirical Study on Dynamic Language Understanding in Social Media Classification
Yuji Zhang
Jing Li
83
5
0
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Domain Generalization via Contrastive Causal Learning
Qiaowei Miao
Junkun Yuan
Kun Kuang
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82
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Mesh-Tension Driven Expression-Based Wrinkles for Synthetic Faces
Chirag Raman
Charlie Hewitt
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T. Baltrušaitis
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Robust Target Training for Multi-Source Domain Adaptation
Zhongying Deng
Da Li
Yi-Zhe Song
Tao Xiang
OOD
65
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TripleE: Easy Domain Generalization via Episodic Replay
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Hongyu Ren
Huifeng Yao
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31
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Learning an Invertible Output Mapping Can Mitigate Simplicity Bias in Neural Networks
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Anshul Nasery
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Praneeth Netrapalli
Prateek Jain
AAML
88
3
0
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A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods
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Kilian Fatras
Ioannis Mitliagkas
Adam M. Oberman
22
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On The Effects Of Data Normalisation For Domain Adaptation On EEG Data
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Francesco Isgrò
A. Pollastro
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OOD
58
43
0
03 Oct 2022
Transfer Learning on Electromyography (EMG) Tasks: Approaches and Beyond
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Jie Yang
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Deep Spatial Domain Generalization
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Guangji Bai
Yun Li
Liang Zhao
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81
6
0
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Information-Theoretic Analysis of Unsupervised Domain Adaptation
Ziqiao Wang
Yongyi Mao
123
11
0
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Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration
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Vipul Arora
S. Tripathi
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0
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Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
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Xintong Han
Zuxuan Wu
Yu-Gang Jiang
165
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Increasing Model Generalizability for Unsupervised Domain Adaptation
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71
4
0
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Regularizing Neural Network Training via Identity-wise Discriminative Feature Suppression
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Lingqiao Liu
39
1
0
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Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection
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Gurkirt Singh
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154
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A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection
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E. F. Ersi
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98
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