Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1709.10190
Cited By
Unified Deep Supervised Domain Adaptation and Generalization
28 September 2017
Saeid Motiian
Marco Piccirilli
Donald Adjeroh
Gianfranco Doretto
OOD
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Unified Deep Supervised Domain Adaptation and Generalization"
50 / 434 papers shown
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization
Ilke Çugu
Goran Frehse
Yanbei Chen
Zeynep Akata
OOD
211
59
0
27 Apr 2022
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Zeyi Huang
Haohan Wang
Dong Huang
Yong Jae Lee
Eric P. Xing
242
29
0
09 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022
Dimitrios Sykas
Maria Sdraka
Dimitrios Zografakis
Ioannis Papoutsis
246
46
0
02 Apr 2022
Semantic-Aware Domain Generalized Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Duo Peng
Yinjie Lei
Munawar Hayat
Yulan Guo
Wen Li
271
134
0
02 Apr 2022
Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets
Computer Vision and Pattern Recognition (CVPR), 2022
Vishnu Suresh Lokhande
Rudrasis Chakraborty
Sathya Ravi
Vikas Singh
156
6
0
29 Mar 2022
Causality Inspired Representation Learning for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Fangrui Lv
Jian Liang
Shuang Li
Bin Zang
Chi Harold Liu
Ziteng Wang
Di Liu
CML
OOD
235
231
0
27 Mar 2022
Compound Domain Generalization via Meta-Knowledge Encoding
Computer Vision and Pattern Recognition (CVPR), 2022
Chaoqi Chen
Jiongcheng Li
Xiaoguang Han
Xiaoqing Liu
Yizhou Yu
AI4CE
236
69
0
24 Mar 2022
FAMLP: A Frequency-Aware MLP-Like Architecture For Domain Generalization
Kecheng Zheng
Yang Cao
Kai Zhu
Ruijing Zhao
Zhengjun Zha
185
10
0
24 Mar 2022
Deep Frequency Filtering for Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Shiqi Lin
Zhizheng Zhang
Zhipeng Huang
Yan Lu
Cuiling Lan
...
Jiang Wang
Zicheng Liu
Amey Parulkar
V. Navkal
Zhibo Chen
254
68
0
23 Mar 2022
Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing
European Conference on Computer Vision (ECCV), 2022
Hsin-Ping Huang
Deqing Sun
Yaojie Liu
Wen-Sheng Chu
Taihong Xiao
Jinwei Yuan
Hartwig Adam
Ming-Hsuan Yang
CVBM
327
79
0
23 Mar 2022
Contrastive Learning for Cross-Domain Open World Recognition
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Francesco Cappio Borlino
S. Bucci
Tatiana Tommasi
SSL
194
3
0
17 Mar 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization
Computer Vision and Pattern Recognition (CVPR), 2022
Yabin Zhang
Minghan Li
Ruihuang Li
Kui Jia
Lei Zhang
OOD
336
216
0
15 Mar 2022
An Annotation-free Restoration Network for Cataractous Fundus Images
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Heng Li
Haofeng Liu
Yan Hu
Huazhu Fu
Yitian Zhao
Hanpei Miao
Jiang-Dong Liu
163
73
0
15 Mar 2022
From Big to Small: Adaptive Learning to Partial-Set Domains
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Zhangjie Cao
Kaichao You
Ziyang Zhang
Jianmin Wang
Mingsheng Long
CLL
181
32
0
14 Mar 2022
Learning Semantic Segmentation from Multiple Datasets with Label Shifts
European Conference on Computer Vision (ECCV), 2022
Dongwan Kim
Yi-Hsuan Tsai
Yumin Suh
M. Faraki
Sparsh Garg
Manmohan Chandraker
Bohyung Han
201
24
0
28 Feb 2022
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Lidia Fantauzzo
Eros Fani
Debora Caldarola
A. Tavera
Fabio Cermelli
Marco Ciccone
Barbara Caputo
FedML
258
62
0
28 Feb 2022
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation
ACM Multimedia (MM), 2021
Jiong Wang
Zhou Zhao
Weike Jin
Xinyu Duan
Zhen Lei
Baoxing Huai
Yiling Wu
Xiaofei He
CVBM
AAML
VLM
178
14
0
21 Feb 2022
Learning to Generalize across Domains on Single Test Samples
International Conference on Learning Representations (ICLR), 2022
Zehao Xiao
Xiantong Zhen
Ling Shao
Cees G. M. Snoek
OOD
192
38
0
16 Feb 2022
Positive-Unlabeled Domain Adaptation
International Conference on Data Science and Advanced Analytics (DSAA), 2022
Jonas Sonntag
Gunnar Behrens
Lars Schmidt-Thieme
216
3
0
11 Feb 2022
Understanding Why Generalized Reweighting Does Not Improve Over ERM
International Conference on Learning Representations (ICLR), 2022
Runtian Zhai
Chen Dan
Zico Kolter
Pradeep Ravikumar
OOD
492
33
0
28 Jan 2022
A Survey on Visual Transfer Learning using Knowledge Graphs
Sebastian Monka
Lavdim Halilaj
Achim Rettinger
254
26
0
27 Jan 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction
ACM Multimedia (ACM MM), 2022
Jing-Yi Wang
Ruoyi Du
Dongliang Chang
Kongming Liang
Zhanyu Ma
OOD
273
59
0
20 Jan 2022
Unsupervised Domain Adaptation for Constraining Star Formation Histories
Sankalp Gilda
Antoine de Mathelin
Sabine Bellstedt
Guillaume Richard
201
12
0
28 Dec 2021
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
John Lambert
Zhuang Liu
Ozan Sener
James Hays
V. Koltun
VLM
230
223
0
27 Dec 2021
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
Computer Vision and Pattern Recognition (CVPR), 2021
Ziqi Zhou
Lei Qi
Xin Yang
Dong Ni
Yinghuan Shi
OOD
MedIm
153
81
0
21 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang
Haohan Wang
Diyi Yang
535
159
0
15 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization
Yang Chen
Yu Wang
Yingwei Pan
Ting Yao
Xinmei Tian
Tao Mei
193
46
0
14 Dec 2021
Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning
Guangyu Sun
Zhangpu Liu
Lianggong Wen
Jing Shi
Chenliang Xu
168
3
0
12 Dec 2021
Semi-supervised Domain Adaptive Structure Learning
Can Qin
Lichen Wang
Qianqian Ma
Yu Yin
Huan Wang
Y. Fu
TTA
247
28
0
12 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey
G. Csurka
Riccardo Volpi
Boris Chidlovskii
OOD
VLM
3DV
237
43
0
06 Dec 2021
Causal-based Time Series Domain Generalization for Vehicle Intention Prediction
IEEE International Conference on Robotics and Automation (ICRA), 2021
Yeping Hu
Xiaogang Jia
Masayoshi Tomizuka
Wei Zhan
OOD
257
30
0
03 Dec 2021
Confounder Identification-free Causal Visual Feature Learning
Xin Li
Zhizheng Zhang
Guoqiang Wei
Cuiling Lan
Wenjun Zeng
Xin Jin
Zhibo Chen
CML
OOD
402
15
0
26 Nov 2021
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains
Xinyu Zhang
S. Gu
Yutaka Matsuo
Yusuke Iwasawa
VLM
328
57
0
25 Nov 2021
Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data
Rui Hu
Jitao Sang
Jinqiang Wang
Rui Hu
Chaoquan Jiang
CML
OOD
185
7
0
17 Nov 2021
Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation
Nishanjan Ravin
Sourajit Saha
A. Schweitzer
A. Elahi
Farouk Dako
D. Mollura
David Chapman
OOD
169
0
0
09 Nov 2021
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features
Haohan Wang
Zeyi Huang
Hanlin Zhang
Yong Jae Lee
Eric P. Xing
OOD
375
16
0
05 Nov 2021
Understanding Cross Domain Presentation Attack Detection for Visible Face Recognition
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2021
J. Hamblin
Kshitij Nikhal
B. Riggan
CVBM
AAML
117
3
0
03 Nov 2021
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis
J. Wolleb
Robin Sandkühler
Florentin Bieder
M. Barakovic
N. Hadjikhani
A. Papadopoulou
Ozgur Yaldizli
J. Kuhle
Cristina Granziera
Philippe C. Cattin
OOD
249
10
0
13 Oct 2021
Towards Data-Free Domain Generalization
Asian Conference on Machine Learning (ACML), 2021
A. Frikha
Haokun Chen
Denis Krompass
Thomas Runkler
Volker Tresp
OOD
413
16
0
09 Oct 2021
The Connection between Out-of-Distribution Generalization and Privacy of ML Models
Divyat Mahajan
Shruti Tople
Amit Sharma
OOD
250
7
0
07 Oct 2021
Dynamically Decoding Source Domain Knowledge for Domain Generalization
Cuicui Kang
Karthik Nandakumar
OOD
ViT
329
2
0
06 Oct 2021
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection
Farzaneh Rezaeianaran
Rakshith Shetty
Rahaf Aljundi
Daniel Olmeda Reino
Shanshan Zhang
Bernt Schiele
OOD
282
88
0
04 Oct 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings
M. Narayanan
Vickram Rajendran
Benjamin Kimia
154
15
0
13 Sep 2021
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption
International Conference on Pattern Recognition (ICPR), 2021
A. Frikha
Denis Krompass
Volker Tresp
OOD
218
1
0
09 Sep 2021
Class-conditioned Domain Generalization via Wasserstein Distributional Robust Optimization
Junchang Wang
Yang Li
Liyan Xie
Yao Xie
OOD
127
14
0
08 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey
Tianyu Wang
Zheyan Shen
Yue He
Xingxuan Zhang
Renzhe Xu
Han Yu
Peng Cui
CML
OOD
524
631
0
31 Aug 2021
Self-balanced Learning For Domain Generalization
International Conference on Information Photonics (ICIP), 2021
Jin-Hwa Kim
Jiyoung Lee
Jungin Park
Dongbo Min
Kwanghoon Sohn
OOD
AI4CE
174
6
0
31 Aug 2021
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
Masanari Kimura
Takuma Nakamura
Yuki Saito
OOD
217
3
0
30 Aug 2021
Learning to Diversify for Single Domain Generalization
IEEE International Conference on Computer Vision (ICCV), 2021
Zijian Wang
Yadan Luo
Ruihong Qiu
Zi Huang
Mahsa Baktash
424
314
0
26 Aug 2021
Discovering Spatial Relationships by Transformers for Domain Generalization
Cuicui Kang
Karthik Nandakumar
ViT
177
1
0
23 Aug 2021
Previous
1
2
3
4
5
6
7
8
9
Next
Page 5 of 9
