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2002.12169
Cited By
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey
26 February 2020
Sicheng Zhao
Yue Liu
Colorado Reed
Pengfei Xu
Kurt Keutzer
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Papers citing
"Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey"
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Multi-source Multimodal Progressive Domain Adaption for Audio-Visual Deception Detection
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Sijie Mai
Ying Zeng
Qiaolin He
Aolin Xiong
Haifeng Hu
199
1
0
18 Aug 2025
FedMP: Tackling Medical Feature Heterogeneity in Federated Learning from a Manifold Perspective
Zhekai Zhou
Shudong Liu
Zhaokun Zhou
Yang Liu
Qiang Yang
Yuesheng Zhu
Guibo Luo
152
0
0
07 Aug 2025
Stein Discrepancy for Unsupervised Domain Adaptation
Anneke von Seeger
Dongmian Zou
Gilad Lerman
607
0
0
05 Feb 2025
Quantifying Context Bias in Domain Adaptation for Object Detection
Hojun Son
Asma Almutairi
Arpan Kusari
AI4CE
545
1
0
23 Sep 2024
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation
Biomedical Signal Processing and Control (BSPC), 2024
Yun Xiao
Yimeng Zhang
Xiaopeng Peng
Shuzheng Han
Xia Zheng
Dingyi Fang
Xiaojiang Chen
206
19
0
04 Aug 2024
Domain adaptation in small-scale and heterogeneous biological datasets
Seyedmehdi Orouji
Martin C. Liu
T. Korem
Megan A. K. Peters
215
36
0
29 May 2024
Can Large Language Models Make the Grade? An Empirical Study Evaluating LLMs Ability to Mark Short Answer Questions in K-12 Education
ACM Conference on Learning @ Scale (L@S), 2024
Owen Henkel
Adam Boxer
Libby Hills
Bill Roberts
ELM
AI4Ed
197
31
0
05 May 2024
A Universal Metric of Dataset Similarity for Cross-silo Federated Learning
Ahmed Elhussein
Gamze Gürsoy
FedML
OOD
385
4
0
29 Apr 2024
Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond
Kaichen Xu
Yueyang Ding
Suyang Hou
Weiqiang Zhan
Nisang Chen
Jun Wang
Xiaobo Sun
169
5
0
26 Apr 2024
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection
Liupei Lu
Yufeng Yin
Yuming Gu
Yizhen Wu
P. Prasad
Yajie Zhao
Mohammad Soleymani
254
0
0
15 Mar 2024
POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning
Junxiang Wang
Guangji Bai
Wei Cheng
Zhengzhang Chen
Bo Pan
Haifeng Chen
AI4TS
411
10
0
19 Dec 2023
Multi-source domain adaptation for regression
Yujie Wu
Giovanni Parmigiani
Boyu Ren
341
2
0
09 Dec 2023
Optimal Multi-Distribution Learning
Journal of the ACM (JACM), 2023
Zihan Zhang
Wenhao Zhan
Yuxin Chen
Simon S. Du
Jason D. Lee
562
15
0
08 Dec 2023
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
Zalan Fabian
Zhongqi Miao
Chunyuan Li
Yuanhan Zhang
Ziwei Liu
...
Laura Siabatto
Andrés Link
Pablo Arbelaez
Rahul Dodhia
J. L. Ferres
291
18
0
02 Nov 2023
Can LLMs Grade Short-Answer Reading Comprehension Questions : An Empirical Study with a Novel Dataset
Owen Henkel
Libby Hills
Bill Roberts
Joshua A. McGrane
AI4Ed
292
6
0
26 Oct 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction
Workshop on Biomedical Natural Language Processing (BioNLP), 2023
Yueling Li
Sebastian Martschat
Simone Paolo Ponzetto
287
1
0
05 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization
Dongjia Zhao
Lei Qi
Xiao Shi
Yinghuan Shi
Xin Geng
373
8
0
02 Aug 2023
Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks?
Jinman Park
Francois Barnard
Saad Hossain
Sirisha Rambhatla
Paul Fieguth
OOD
272
0
0
02 Jun 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey
Avijoy Chakma
A. Faridee
Indrajeet Ghosh
Nirmalya Roy
338
6
0
07 Apr 2023
Open-Set Multi-Source Multi-Target Domain Adaptation
Rohit Lal
Arihant Gaur
Aadhithya Iyer
Muhammed Abdullah Shaikh
Ritik Agrawal
296
1
0
02 Feb 2023
Training Semantic Segmentation on Heterogeneous Datasets
Panagiotis Meletis
Gijs Dubbelman
253
3
0
18 Jan 2023
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey
G. Sarafraz
Armin Behnamnia
Mehran Hosseinzadeh
Ali Balapour
Amin Meghrazi
Hamid R. Rabiee
OOD
AI4CE
306
7
0
04 Dec 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine
IEEE/CAA Journal of Automatica Sinica (JCAS), 2022
Ahmad Chaddad
Qizong Lu
Jiali Li
Y. Katib
R. Kateb
C. Tanougast
Ahmed Bouridane
Ahmed Abdulkadir
OOD
331
65
0
17 Nov 2022
Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting
Conference on Robot Learning (CoRL), 2022
Parth Kothari
Danyang Li
Yuejiang Liu
Alexandre Alahi
TTA
AI4TS
305
20
0
06 Nov 2022
Cross-Domain Few-Shot Classification via Inter-Source Stylization
International Conference on Information Photonics (ICIP), 2022
Huali Xu
Shuaifeng Zhi
Tianpeng Liu
433
9
0
17 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Xiaofeng Liu
Chaehwa Yoo
Fangxu Xing
Hyejin Oh
Xiaofeng Liu
Je-Won Kang
Jonghye Woo
OOD
333
309
0
15 Aug 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation
Tong Xu
Lin Wang
Wu Ning
Chunyan Lyu
Kejun Wang
Chenhui Wang
216
0
0
05 Aug 2022
Gradual Domain Adaptation via Normalizing Flows
Neural Computation (Neural Comput.), 2022
Shogo Sagawa
H. Hino
CLL
OOD
446
17
0
23 Jun 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
Neural Information Processing Systems (NeurIPS), 2022
Reinmar J. Kobler
J. Hirayama
Qibin Zhao
M. Kawanabe
329
77
0
02 Jun 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity
Neural Networks (NN), 2022
Shogo Sagawa
H. Hino
CLL
359
7
0
09 Feb 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution
Sangyun Lee
Sewoong Ahn
Kwangjin Yoon
350
8
0
26 Jan 2022
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning
Progress in Photovoltaics (Prog. Photovolt.), 2021
Lukas Bommes
M. Hoffmann
C. Buerhop‐Lutz
Tobias Pickel
J. Hauch
Christoph J. Brabec
Andreas Maier
I. M. Peters
305
46
0
06 Dec 2021
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective
Yuejiang Liu
Riccardo Cadei
Jonas Schweizer
Sherwin Bahmani
Alexandre Alahi
OOD
TTA
396
63
0
29 Nov 2021
Learning to Transfer with von Neumann Conditional Divergence
AAAI Conference on Artificial Intelligence (AAAI), 2021
Ammar Shaker
Shujian Yu
Daniel Oñoro-Rubio
OOD
DRL
288
1
0
07 Aug 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation
IEEE International Conference on Computer Vision (ICCV), 2021
Ruihuang Li
Xu Jia
Jianzhong He
Shuaijun Chen
Q. Hu
226
53
0
30 Jul 2021
Multi-Source Domain Adaptation for Object Detection
IEEE International Conference on Computer Vision (ICCV), 2021
Xingxu Yao
Sicheng Zhao
Pengfei Xu
Jufeng Yang
ObjD
275
53
0
30 Jun 2021
Invariant Information Bottleneck for Domain Generalization
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yue Liu
Yifei Shen
Yezhen Wang
Wenzhen Zhu
Colorado Reed
Jun Zhang
Dongsheng Li
Kurt Keutzer
Han Zhao
OOD
801
152
0
11 Jun 2021
Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies
Neural Information Processing Systems (NeurIPS), 2021
Dushyant Sahoo
Christos Davatzikos
OOD
236
3
0
13 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
323
34
0
09 May 2021
Unsupervised Multi-source Domain Adaptation Without Access to Source Data
Computer Vision and Pattern Recognition (CVPR), 2021
Sk. Miraj Ahmed
Dripta S. Raychaudhuri
S. Paul
Samet Oymak
Amit K. Roy-Chowdhury
223
150
0
05 Apr 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
253
90
0
20 Mar 2021
Domain Adaptation for Medical Image Analysis: A Survey
IEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2021
Hao Guan
Mingxia Liu
OOD
469
869
0
18 Feb 2021
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots
Shigemichi Matsuzaki
J. Miura
Hiroaki Masuzawa
299
10
0
12 Feb 2021
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources
The Web Conference (WWW), 2020
Sicheng Zhao
Yang Xiao
Jiang Guo
Xiangyu Yue
Jufeng Yang
Ravi Krishna
Pengfei Xu
Kurt Keutzer
375
19
0
17 Nov 2020
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification
Robert Adragna
Elliot Creager
David Madras
R. Zemel
OOD
FaML
278
46
0
12 Nov 2020
Universal Multi-Source Domain Adaptation
Yueming Yin
Zhen Yang
Haifeng Hu
Xiaofu Wu
297
1
0
05 Nov 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
448
324
0
01 Sep 2020
Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
Yuan Yao
Xutao Li
Yu Zhang
Yunming Ye
254
37
0
06 Aug 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation
International Journal of Computer Vision (IJCV), 2020
Sicheng Zhao
Yue Liu
Xiangyu Yue
Pengfei Xu
Kurt Keutzer
OOD
315
76
0
19 Feb 2020
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,156
0
17 Feb 2017
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