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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
Causal Inference via Style Transfer for Out-of-distribution Generalisation
Knowledge Discovery and Data Mining (KDD), 2022
Toan Nguyen
Kien Do
D. Nguyen
Bao Duong
T. Nguyen
CML
OODD
OOD
217
15
0
06 Dec 2022
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective
AAAI Conference on Artificial Intelligence (AAAI), 2022
Jiajin Zhang
Hanqing Chao
Amit Dhurandhar
Pin-Yu Chen
A. Tajer
Yangyang Xu
Pingkun Yan
OOD
AAML
216
16
0
01 Dec 2022
Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology
Frauke Wilm
Marco Fragoso
C. Bertram
N. Stathonikos
Mathias Öttl
Jingna Qiu
R. Klopfleisch
Andreas Maier
Marc Aubreville
Katharina Breininger
OOD
MedIm
114
5
0
29 Nov 2022
Direct-Effect Risk Minimization for Domain Generalization
Yuhui Li
Zejia Wu
Chao Zhang
Hongyang R. Zhang
OOD
327
0
0
26 Nov 2022
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization
Jingang Qu
T. Faney
Zehao Wang
Patrick Gallinari
Soleiman Yousef
J. D. Hemptinne
OOD
311
10
0
15 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
ACM Multimedia (ACM MM), 2022
Mu Chen
Zhedong Zheng
Yi Yang
Tat-Seng Chua
256
76
0
14 Nov 2022
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning
IEEE Transactions on Image Processing (IEEE TIP), 2022
Zichen Liu
Chris Xing Tian
Haoliang Li
Shiqi Wang
332
2
0
13 Nov 2022
Adversarial and Random Transformations for Robust Domain Adaptation and Generalization
Italian National Conference on Sensors (INS), 2022
Liang Xiao
Jiaolong Xu
Dawei Zhao
Erke Shang
Qi Zhu
Bin Dai
OOD
237
6
0
13 Nov 2022
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
208
15
0
08 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection
Computer Vision and Image Understanding (CVIU), 2022
Huayi Zhou
Fei Jiang
Hongtao Lu
ObjD
293
107
0
04 Nov 2022
Learning to Augment via Implicit Differentiation for Domain Generalization
British Machine Vision Conference (BMVC), 2022
Ting-Hsiang Wang
Da Li
Kaiyang Zhou
Tao Xiang
Yi-Zhe Song
131
2
0
25 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization
Neural Information Processing Systems (NeurIPS), 2022
Chaoqi Chen
Luyao Tang
Yifan Zhang
Gangming Zhao
Yue Huang
Yizhou Yu
236
38
0
14 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain Generalization
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Jianxin Lin
Yongqiang Tang
Junping Wang
Wensheng Zhang
OOD
184
9
0
09 Oct 2022
TripleE: Easy Domain Generalization via Episodic Replay
Xuelong Li
Hongyu Ren
Huifeng Yao
Ziwei Liu
169
0
0
04 Oct 2022
Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Swapnil Dey
Vipul Arora
S. Tripathi
OOD
171
3
0
02 Oct 2022
Generalizability of Adversarial Robustness Under Distribution Shifts
Kumail Alhamoud
Hasan Hammoud
Motasem Alfarra
Guohao Li
OOD
336
12
0
29 Sep 2022
Increasing Model Generalizability for Unsupervised Domain Adaptation
Mohammad Rostami
207
4
0
29 Sep 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Yifan Lu
Gurkirt Singh
Suman Saha
Luc Van Gool
TTA
336
3
0
28 Sep 2022
Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features
IEEE Transactions on Affective Computing (IEEE TAC), 2022
Megan A. Witherow
Manar D. Samad
N. Diawara
H. Bar
Khan M. Iftekharuddin
CVBM
3DH
282
7
0
18 Sep 2022
I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022
Dianwen Ng
J. Yip
Tanmay Surana
Zhao Yang
Chong Zhang
Yukun Ma
Chongjia Ni
Chng Eng Siong
B. Ma
205
9
0
14 Sep 2022
SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning
Peizhuo Lv
Pan Li
Shenchen Zhu
Shengzhi Zhang
Kai Chen
...
Fan Xiang
Yuling Cai
Hualong Ma
Yingjun Zhang
Guozhu Meng
AAML
223
10
0
08 Sep 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization
Pattern Recognition (Pattern Recogn.), 2022
Simone Angarano
Mauro Martini
Francesco Salvetti
Vittorio Mazzia
Marcello Chiaberge
OOD
344
18
0
02 Sep 2022
Prompt Vision Transformer for Domain Generalization
Zangwei Zheng
Xiangyu Yue
Kai Wang
Yang You
VLM
VPVLM
MDE
313
60
0
18 Aug 2022
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization
ACM Multimedia (ACM MM), 2022
Mengzhu Wang
Jianlong Yuan
Qi Qian
Zhibin Wang
Hao Li
325
40
0
02 Aug 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Junyan Lyu
Yiqi Zhang
Yijin Huang
Li Lin
Pujin Cheng
Xiaoying Tang
MedIm
232
65
0
27 Jul 2022
Self-Distilled Vision Transformer for Domain Generalization
Asian Conference on Computer Vision (ACCV), 2022
M. Sultana
Muzammal Naseer
Muhammad Haris Khan
Salman Khan
Fahad Shahbaz Khan
ViT
300
51
0
25 Jul 2022
Domain Decorrelation with Potential Energy Ranking
AAAI Conference on Artificial Intelligence (AAAI), 2022
Sen Pei
Jiaxi Sun
Richard Yi Da Xu
Shiming Xiang
Gaofeng Meng
OOD
397
4
0
25 Jul 2022
Domain-invariant Feature Exploration for Domain Generalization
Wang Lu
Yongfeng Zhang
Haoliang Li
Yiqiang Chen
Xing Xie
OOD
290
119
0
25 Jul 2022
Controllable and Guided Face Synthesis for Unconstrained Face Recognition
European Conference on Computer Vision (ECCV), 2022
Feng Liu
Minchul Kim
Anil Jain
Xiaoming Liu
CVBM
273
46
0
20 Jul 2022
Generalizing to Unseen Domains with Wasserstein Distributional Robustness under Limited Source Knowledge
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Junchang Wang
Liyan Xie
Yao Xie
Shao-Lun Huang
Yang Li
OOD
146
1
0
11 Jul 2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
Neural Information Processing Systems (NeurIPS), 2022
Zhun Zhong
Yuyang Zhao
G. Lee
Andrii Zadaianchuk
OOD
267
108
0
11 Jul 2022
Test-Time Adaptation via Self-Training with Nearest Neighbor Information
International Conference on Learning Representations (ICLR), 2022
M-U Jang
Sae-Young Chung
Hye Won Chung
OOD
TTA
264
85
0
08 Jul 2022
Style Interleaved Learning for Generalizable Person Re-identification
IEEE transactions on multimedia (IEEE TMM), 2022
Wentao Tan
Changxing Ding
Pengfei Wang
Biwei Huang
Kui Jia
OOD
339
32
0
07 Jul 2022
Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness
Saeid Asgari Taghanaki
A. Gholami
Fereshte Khani
Kristy Choi
Linh-Tam Tran
Ran Zhang
Aliasghar Khani
165
0
0
04 Jul 2022
Online Reflective Learning for Robust Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Yuhao Huang
Xin Yang
Xiaoqiong Huang
Jiamin Liang
Xinrui Zhou
Cheng Chen
Haoran Dou
Xindi Hu
Yan Cao
Dong Ni
OOD
110
9
0
01 Jul 2022
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary
AAAI Conference on Artificial Intelligence (AAAI), 2022
Quande Liu
Cheng Chen
Qi Dou
Pheng-Ann Heng
OOD
324
45
0
29 Jun 2022
Gated Domain Units for Multi-source Domain Generalization
Simon Foll
Alina Dubatovka
Eugen Ernst
Siu Lun Chau
Martin Maritsch
Patrik Okanovic
Gudrun Thater
J. M. Buhmann
Felix Wortmann
Krikamol Muandet
OOD
454
4
0
24 Jun 2022
The Importance of Background Information for Out of Distribution Generalization
Jupinder Parmar
Khaled Kamal Saab
Brian Pogatchnik
D. Rubin
Christopher Ré
OOD
131
0
0
17 Jun 2022
Domain Generalization via Selective Consistency Regularization for Time Series Classification
International Conference on Pattern Recognition (ICPR), 2022
Wenyu Zhang
Mohamed Ragab
Chuan-Sheng Foo
OOD
AI4TS
264
2
0
16 Jun 2022
Improving generalization by mimicking the human visual diet
Spandan Madan
You Li
Mengmi Zhang
Hanspeter Pfister
Gabriel Kreiman
171
2
0
15 Jun 2022
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning
International Conference on Machine Learning (ICML), 2022
Sanghoon Myung
I. Huh
Wonik Jang
Jae Myung Choe
Jisu Ryu
Daesin Kim
Kee-Eung Kim
C. Jeong
189
15
0
12 Jun 2022
Causal Balancing for Domain Generalization
International Conference on Learning Representations (ICLR), 2022
Xinyi Wang
Michael Stephen Saxon
Jiachen Li
Hongyang R. Zhang
Kun Zhang
William Yang Wang
OOD
CML
314
28
0
10 Jun 2022
Improving Evaluation of Debiasing in Image Classification
Jungsoo Lee
Juyoung Lee
Sanghun Jung
Jaegul Choo
191
0
0
08 Jun 2022
Recognition of Unseen Bird Species by Learning from Field Guides
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Andrés C. Rodríguez
Stefano Dáronco
Rodrigo Caye Daudt
Jan Dirk Wegner
Konrad Schindler
177
1
0
03 Jun 2022
Dynamic Domain Generalization
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Zhishu Sun
Zhifeng Shen
Luojun Lin
Yuanlong Yu
Zhifeng Yang
Shicai Yang
Weijie Chen
OOD
172
22
0
27 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
International Conference on Learning Representations (ICLR), 2022
Guangji Bai
Ling-Hao Chen
Bo Pan
OOD
AI4TS
AI4CE
220
38
0
21 May 2022
Robust and Efficient Medical Imaging with Self-Supervision
Shekoofeh Azizi
Laura J. Culp
Jan Freyberg
Basil Mustafa
Sebastien Baur
...
Geoffrey E. Hinton
N. Houlsby
Alan Karthikesalingam
Mohammad Norouzi
Vivek Natarajan
OOD
231
69
0
19 May 2022
Localized Adversarial Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Wei-wei Zhu
Le Lu
Jing Xiao
Mei Han
Jiebo Luo
Adam P. Harrison
OOD
217
33
0
09 May 2022
InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy
Weichen Fan
Yuanbo Yang
Kunpeng Qiu
Shuo Wang
Yongxin Guo
230
3
0
05 May 2022
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization
Ilke Çugu
Goran Frehse
Yanbei Chen
Zeynep Akata
OOD
205
59
0
27 Apr 2022
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