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1709.10190
Cited By
Unified Deep Supervised Domain Adaptation and Generalization
28 September 2017
Saeid Motiian
Marco Piccirilli
Donald Adjeroh
Gianfranco Doretto
OOD
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Papers citing
"Unified Deep Supervised Domain Adaptation and Generalization"
50 / 433 papers shown
Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization
Mohammad Mahfujur Rahman
Clinton Fookes
Sridha Sridharan
OOD
189
5
0
20 Aug 2021
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization
Seogkyu Jeon
Kibeom Hong
Pilhyeon Lee
Jewook Lee
H. Byun
OOD
223
90
0
19 Aug 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Inkyu Shin
Dong-Jin Kim
Jae-Won Cho
Sanghyun Woo
Kwanyong Park
In So Kweon
254
67
0
12 Aug 2021
Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Xi Peng
Fengchun Qiao
Long Zhao
OOD
357
45
0
05 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection
Botos Csaba
Xiaojuan Qi
Arslan Chaudhry
P. Dokania
Juil Sock
OOD
204
8
0
02 Aug 2021
Few-Shot Domain Adaptation For End-to-End Communication
Jayaram Raghuram
Yijing Zeng
Dolores García
R. Ruiz
S. Jha
Joerg Widmer
Suman Banerjee
147
7
0
02 Aug 2021
ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation
Yanchao Yang
Hanxiang Ren
He Wang
Bokui Shen
Qingnan Fan
Youyi Zheng
Chenxi Liu
Leonidas Guibas
162
0
0
29 Jul 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Xiaofeng Liu
Bo Hu
Linghao Jin
Xu Han
Fangxu Xing
Georges El Fakhri
Jun Lu
Xiaofeng Liu
Jonghye Woo
OOD
BDL
212
32
0
22 Jul 2021
Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing
Young-Eun Kim
Seong-Whan Lee
CVBM
186
6
0
14 Jul 2021
Towards Unsupervised Domain Generalization
Xingxuan Zhang
Linjun Zhou
Renzhe Xu
Peng Cui
Zheyan Shen
Haoxin Liu
OOD
AI4CE
238
60
0
13 Jul 2021
ADAPT : Awesome Domain Adaptation Python Toolbox
Antoine de Mathelin
Mounir Atiq
Guillaume Richard
Alejandro de la Concha
Mouad Yachouti
Franccois Deheeger
Mathilde Mougeot
Nicolas Vayatis
TTA
180
52
0
07 Jul 2021
MixStyle Neural Networks for Domain Generalization and Adaptation
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
OOD
TTA
211
143
0
05 Jul 2021
Few-shot Learning for Unsupervised Feature Selection
Atsutoshi Kumagai
Tomoharu Iwata
Yasuhiro Fujiwara
SSL
171
6
0
02 Jul 2021
Domain-Class Correlation Decomposition for Generalizable Person Re-Identification
IEEE transactions on multimedia (IEEE Trans. Multimedia), 2021
Kaiwen Yang
Xinmei Tian
OOD
212
15
0
29 Jun 2021
Few-Shot Domain Expansion for Face Anti-Spoofing
Bowen Yang
Jing Zhang
Zhen-fei Yin
Jing Shao
CVBM
127
13
0
27 Jun 2021
Multi-Domain Active Learning: Literature Review and Comparative Study
Ruidan He
Shengcai Liu
Shan He
Ke Tang
OOD
309
16
0
25 Jun 2021
Domain Generalization on Medical Imaging Classification using Episodic Training with Task Augmentation
Chenxin Li
Qi Qi
Xinghao Ding
Yue Huang
Dong Liang
Yizhou Yu
OOD
128
87
0
13 Jun 2021
Robust Representation Learning via Perceptual Similarity Metrics
International Conference on Machine Learning (ICML), 2021
Saeid Asgari Taghanaki
Kristy Choi
Amir Khasahmadi
Anirudh Goyal
SSL
131
29
0
11 Jun 2021
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation
Rabindra Khadka
Debesh Jha
Steven Hicks
Vajira Thambawita
Michael A. Riegler
Sharib Ali
Pål Halvorsen
197
61
0
06 Jun 2021
Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?
International Conference on Machine Learning (ICML), 2021
Dinghuai Zhang
Kartik Ahuja
Yilun Xu
Yisen Wang
Aaron Courville
OOD
253
104
0
05 Jun 2021
Adversarially Adaptive Normalization for Single Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Xinjie Fan
Qifei Wang
Junjie Ke
Feng Yang
Boqing Gong
Mingyuan Zhou
192
155
0
01 Jun 2021
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts
International Conference on Machine Learning (ICML), 2021
Bahar Taşkesen
Man-Chung Yue
Jose H. Blanchet
Daniel Kuhn
Viet Anh Nguyen
218
23
0
01 Jun 2021
A Fourier-based Framework for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Qinwei Xu
Ruipeng Zhang
Ya Zhang
Yanfeng Wang
Qi Tian
OOD
242
561
0
24 May 2021
Unsupervised Compound Domain Adaptation for Face Anti-Spoofing
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2021
Ankush Panwar
Pratyush Singh
Suman Saha
D. Paudel
Luc Van Gool
CVBM
153
10
0
18 May 2021
Aggregating From Multiple Target-Shifted Sources
International Conference on Machine Learning (ICML), 2021
Changjian Shui
Zijian Li
Jiaqi Li
Christian Gagné
Charles Ling
Boyu Wang
236
33
0
09 May 2021
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty
International Conference on Machine Learning (ICML), 2021
Zehao Xiao
Jiayi Shen
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
BDL
UQCV
OOD
247
47
0
09 May 2021
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Robert A. Marsden
Alexander Bartler
Mario Döbler
Binh Yang
SSL
172
31
0
05 May 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2021
Daehee Kim
Seunghyun Park
Jinkyu Kim
Jaekoo Lee
OOD
SSL
354
318
0
20 Apr 2021
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2021
Kai Li
Chang Liu
Handong Zhao
Yulun Zhang
Y. Fu
198
65
0
19 Apr 2021
Deep Stable Learning for Out-Of-Distribution Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Xingxuan Zhang
Peng Cui
Renzhe Xu
Linjun Zhou
Yue He
Zheyan Shen
OOD
229
302
0
16 Apr 2021
Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning
Neurocomputing (Neurocomputing), 2021
Yang Chen
Pinhao Song
Hong Liu
Linhui Dai
Xiaochuan Zhang
Runwei Ding
Shengquan Li
420
55
0
06 Apr 2021
Domain Generalization with MixStyle
International Conference on Learning Representations (ICLR), 2021
Kaiyang Zhou
Yongxin Yang
Yu Qiao
Tao Xiang
330
909
0
05 Apr 2021
Explainability-aided Domain Generalization for Image Classification
Robin M. Schmidt
FAtt
OOD
193
2
0
05 Apr 2021
Progressive Domain Expansion Network for Single Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2021
Lei Li
Ke Gao
Juan Cao
Ziyao Huang
Yepeng Weng
Xiaoyue Mi
Zhengze Yu
Xiaoya Li
Boyang Xia
OOD
AI4CE
276
208
0
30 Mar 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
Computer Vision and Pattern Recognition (CVPR), 2021
Sungha Choi
Sanghun Jung
Huiwon Yun
J. Kim
Seungryong Kim
Jaegul Choo
259
362
0
29 Mar 2021
Uncertainty-guided Model Generalization to Unseen Domains
Computer Vision and Pattern Recognition (CVPR), 2021
Fengchun Qiao
Xi Peng
OOD
UQCV
229
71
0
12 Mar 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space
Computer Vision and Pattern Recognition (CVPR), 2021
Quande Liu
Cheng Chen
J. Qin
Qi Dou
Pheng-Ann Heng
OOD
FedML
392
540
0
10 Mar 2021
Discrepancy-Based Active Learning for Domain Adaptation
International Conference on Learning Representations (ICLR), 2021
Antoine de Mathelin
Francois Deheeger
Mathilde Mougeot
Nicolas Vayatis
256
26
0
05 Mar 2021
Domain Generalization: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Kaiyang Zhou
Ziwei Liu
Yu Qiao
Tao Xiang
Chen Change Loy
OOD
AI4CE
814
1,329
0
03 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Yongfeng Zhang
Cuiling Lan
Yu Xie
Yidong Ouyang
Tao Qin
Wang Lu
Yiqiang Chen
Wenjun Zeng
Philip S. Yu
OOD
1.1K
1,535
0
02 Mar 2021
Domain Generalization via Inference-time Label-Preserving Target Projections
Computer Vision and Pattern Recognition (CVPR), 2021
Prashant Pandey
Mrigank Raman
Sumanth Varambally
A. Prathosh
OOD
227
52
0
01 Mar 2021
Neuron Coverage-Guided Domain Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Chris Xing Tian
Haoliang Li
Xiaofei Xie
Yang Liu
Shiqi Wang
320
39
0
27 Feb 2021
Nonlinear Invariant Risk Minimization: A Causal Approach
Chaochao Lu
Yuhuai Wu
Jośe Miguel Hernández-Lobato
Bernhard Schölkopf
CML
OOD
304
55
0
24 Feb 2021
Model-Based Domain Generalization
Neural Information Processing Systems (NeurIPS), 2021
Avi Schwarzschild
George J. Pappas
Hamed Hassani
OOD
370
149
0
23 Feb 2021
Robust Domain-Free Domain Generalization with Class-aware Alignment
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Wenyu Zhang
Mohamed Ragab
Ramón Sagarna
OOD
210
9
0
17 Feb 2021
Few-shot Learning for CT Scan based COVID-19 Diagnosis
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yifan Jiang
Han Chen
D. Han
Hanseok Ko
OOD
279
19
0
01 Feb 2021
Rethinking Domain Generalization Baselines
International Conference on Pattern Recognition (ICPR), 2021
Francesco Cappio Borlino
A. DÍnnocente
Tatiana Tommasi
OOD
265
44
0
22 Jan 2021
Learning to Ignore: Fair and Task Independent Representations
Linda Helen Boedi
H. Grabner
FaML
OOD
99
1
0
11 Jan 2021
Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation
Qijun Luo
Zhili Liu
Lanqing Hong
Chongxuan Li
Kuo Yang
Liyuan Wang
Fengwei Zhou
Guilin Li
Zhenguo Li
Jun Zhu
GAN
294
2
0
05 Jan 2021
Learning Generalized Spatial-Temporal Deep Feature Representation for No-Reference Video Quality Assessment
Siyi Pan
Xiangjie Sui
Guo Li
Hongfei Fan
Shiqi Wang
265
97
0
27 Dec 2020
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