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1704.01705
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Generate To Adapt: Aligning Domains using Generative Adversarial Networks
6 April 2017
S. Sankaranarayanan
Yogesh Balaji
Carlos D. Castillo
Rama Chellappa
GAN
OOD
Re-assign community
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Papers citing
"Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
50 / 337 papers shown
Unsupervised Domain Adaptation of Object Detectors: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Poojan Oza
Vishwanath A. Sindagi
Vibashan Vs
Vishal M. Patel
OOD
ObjD
315
256
0
27 May 2021
Importance Weighted Adversarial Discriminative Transfer for Anomaly Detection
Cangning Fan
Fangyi Zhang
Peng Liu
Xiuyu Sun
Hao Li
Ting Xiao
Wei Zhao
Xianglong Tang
114
2
0
14 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
225
33
0
09 May 2021
Sparse Pose Trajectory Completion
Bo Liu
Mandar Dixit
Roland Kwitt
G. Hua
Nuno Vasconcelos
123
0
0
01 May 2021
Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks
Mohammad Mahfujur Rahman
Clinton Fookes
Sridha Sridharan
GAN
129
3
0
28 Apr 2021
Graphical Modeling for Multi-Source Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Minghao Xu
Hang Wang
Bingbing Ni
220
24
0
27 Apr 2021
Visualizing Adapted Knowledge in Domain Transfer
Computer Vision and Pattern Recognition (CVPR), 2021
Yunzhong Hou
Liang Zheng
314
66
0
20 Apr 2021
Information-theoretic regularization for Multi-source Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2021
Geon Yeong Park
Sang Wan Lee
TTA
202
34
0
04 Apr 2021
Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Astuti Sharma
Tarun Kalluri
Manmohan Chandraker
137
52
0
03 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Subhankar Roy
E. Krivosheev
Zhun Zhong
Andrii Zadaianchuk
Elisa Ricci
268
72
0
01 Apr 2021
Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Xiangyu Yue
Zangwei Zheng
Shanghang Zhang
Yang Gao
Trevor Darrell
Kurt Keutzer
Alberto L. Sangiovanni-Vincentelli
197
185
0
31 Mar 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting
Computer Vision and Pattern Recognition (CVPR), 2021
Weizhe Liu
Nikita Durasov
Pascal Fua
229
48
0
30 Mar 2021
Inferring Latent Domains for Unsupervised Deep Domain Adaptation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Goran Frehse
Lorenzo Porzi
Samuel Rota Buló
Barbara Caputo
Elisa Ricci
OOD
157
31
0
25 Mar 2021
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Zhibo Chen
231
125
0
25 Mar 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Thomas Mensink
J. Uijlings
Alina Kuznetsova
Michael Gygli
V. Ferrari
VLM
279
93
0
24 Mar 2021
Generalized Domain Conditioned Adaptation Network
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Shuang Li
Binhui Xie
Qiuxia Lin
Chi Harold Liu
Gao Huang
Guoren Wang
AI4CE
124
65
0
23 Mar 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2021
Ning Xiao
Lei Zhang
148
168
0
22 Mar 2021
Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2021
Xin Jin
Cuiling Lan
Wenjun Zeng
Zhibo Chen
210
22
0
22 Mar 2021
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2021
Naveen Venkat
Jogendra Nath Kundu
D. K. Singh
Ambareesh Revanur
R. VenkateshBabu
175
86
0
20 Mar 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection
Computer Vision and Pattern Recognition (CVPR), 2021
VS Vibashan
Vikram Gupta
Poojan Oza
Vishwanath A. Sindagi
Vishal M. Patel
199
215
0
07 Mar 2021
Vicinal and categorical domain adaptation
Pattern Recognition (Pattern Recogn.), 2021
Hui Tang
Kui Jia
OOD
172
14
0
05 Mar 2021
Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation
IEEE Access (IEEE Access), 2021
Ping Gong
Wenwen Yu
Qiuwen Sun
Ruohan Zhao
Junfeng Hu
OOD
MedIm
167
8
0
03 Mar 2021
Task Aligned Generative Meta-learning for Zero-shot Learning
AAAI Conference on Artificial Intelligence (AAAI), 2021
Zhe Liu
Yun Yvonna Li
Lina Yao
Xianzhi Wang
Guodong Long
VLM
155
44
0
03 Mar 2021
Domain Impression: A Source Data Free Domain Adaptation Method
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
V. Kurmi
Venkatesh Subramanian
Vinay P. Namboodiri
TTA
309
172
0
17 Feb 2021
Domain Adaptation for the Segmentation of Confidential Medical Images
British Machine Vision Conference (BMVC), 2021
Serban Stan
Mohammad Rostami
OOD
254
15
0
02 Jan 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis
AAAI Conference on Artificial Intelligence (AAAI), 2021
Xiaofeng Liu
Xiongchang Liu
Bo Hu
Wenxuan Ji
Fangxu Xing
Jun Lu
J. You
C.-C. Jay Kuo
Xiaofeng Liu
Jonghye Woo
OOD
353
36
0
01 Jan 2021
Energy-constrained Self-training for Unsupervised Domain Adaptation
International Conference on Pattern Recognition (ICPR), 2021
Xiaofeng Liu
Bo Hu
Xiongchang Liu
Jun Lu
J. You
Lingsheng Kong
334
32
0
01 Jan 2021
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy
Mengzhu Wang
Xiang Zhang
L. Lan
Wei Wang
Huibin Tan
Zhigang Luo
AI4CE
143
2
0
28 Dec 2020
Flexible deep transfer learning by separate feature embeddings and manifold alignment
Samuel Rivera
J. Klipfel
Deborah Weeks
OOD
81
1
0
22 Dec 2020
Generative Interventions for Causal Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Chengzhi Mao
Augustine Cha
Amogh Gupta
Hongya Wang
Junfeng Yang
Carl Vondrick
CML
OOD
258
70
0
22 Dec 2020
Cross-Domain Latent Modulation for Variational Transfer Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Jinyong Hou
Jeremiah D. Deng
Stephen Cranefield
Xuejie Ding
DRL
127
1
0
21 Dec 2020
Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation
Bioimaging (Bristol. Print) (BBP), 2020
A. Dubey
M. T. Young
Christopher Stanley
D. Lunga
Jacob D. Hinkle
OOD
175
5
0
19 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains
Goran Frehse
OOD
237
0
0
16 Dec 2020
Hypothesis Disparity Regularized Mutual Information Maximization
AAAI Conference on Artificial Intelligence (AAAI), 2020
Qicheng Lao
Xiang Jiang
Mohammad Havaei
147
26
0
15 Dec 2020
Data Augmentation with norm-VAE for Unsupervised Domain Adaptation
Qian Wang
Fanlin Meng
T. Breckon
102
16
0
01 Dec 2020
Sim2Real for Self-Supervised Monocular Depth and Segmentation
N. Raghavan
Punarjay Chakravarty
Shubham Shrivastava
103
4
0
01 Dec 2020
Transfer Learning for Aided Target Recognition: Comparing Deep Learning to other Machine Learning Approaches
Samuel Rivera
O. Mendoza-Schrock
Ashley Diehl
42
3
0
25 Nov 2020
Universal Multi-Source Domain Adaptation
Yueming Yin
Zhen Yang
Haifeng Hu
Xiaofu Wu
195
1
0
05 Nov 2020
Teacher-Student Competition for Unsupervised Domain Adaptation
International Conference on Pattern Recognition (ICPR), 2020
Ruixin Xiao
Zhilei Liu
Baoyuan Wu
104
3
0
19 Oct 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation
Yogesh Balaji
Ramalingam Chellappa
Soheil Feizi
OT
301
118
0
12 Oct 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks
Neural Networks (NN), 2020
Jinyong Hou
Xuejie Ding
Stephen Cranefield
Jeremiah D. Deng
GAN
175
7
0
25 Sep 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2019
Jinghua Wang
Jianmin Jiang
GAN
144
41
0
11 Sep 2020
ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Sicheng Zhao
Yezhen Wang
Yue Liu
Bichen Wu
Yang Gao
Pengfei Xu
Trevor Darrell
Kurt Keutzer
3DPC
258
105
0
07 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Sicheng Zhao
Xiangyu Yue
Shanghang Zhang
Yue Liu
Han Zhao
...
Ravi Krishna
Joseph E. Gonzalez
Alberto L. Sangiovanni-Vincentelli
Sanjit A. Seshia
Kurt Keutzer
340
310
0
01 Sep 2020
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization
European Conference on Computer Vision (ECCV), 2020
Prithvijit Chattopadhyay
Yogesh Balaji
Judy Hoffman
OOD
254
225
0
28 Aug 2020
Learning Target Domain Specific Classifier for Partial Domain Adaptation
Chuan-Xian Ren
Pengfei Ge
Peiyi Yang
Shuicheng Yan
259
48
0
25 Aug 2020
Unsupervised Domain Adaptation via Discriminative Manifold Propagation
You-Wei Luo
Chuan-Xian Ren
D. Dai
Hong Yan
138
93
0
23 Aug 2020
Biased Mixtures Of Experts: Enabling Computer Vision Inference Under Data Transfer Limitations
Alhabib Abbas
Y. Andreopoulos
MoE
222
24
0
21 Aug 2020
Network Architecture Search for Domain Adaptation
Yichen Li
Xingchao Peng
OOD
167
15
0
13 Aug 2020
Learning to Cluster under Domain Shift
European Conference on Computer Vision (ECCV), 2020
Willi Menapace
Stéphane Lathuilière
Elisa Ricci
OOD
121
14
0
11 Aug 2020
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