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Learning Transferable Features with Deep Adaptation Networks
v1v2 (latest)

Learning Transferable Features with Deep Adaptation Networks

10 February 2015
Mingsheng Long
Yue Cao
Jianmin Wang
Sai Li
    OOD
ArXiv (abs)PDFHTML

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

50 / 2,000 papers shown
Convolutional Visual Prompt for Robust Visual Perception
Convolutional Visual Prompt for Robust Visual PerceptionNeural Information Processing Systems (NeurIPS), 2023
Yun-Yun Tsai
Chengzhi Mao
Junfeng Yang
VLMVPVLM
345
20
0
01 Mar 2023
Inducing Neural Collapse in Deep Long-tailed Learning
Inducing Neural Collapse in Deep Long-tailed LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Xuantong Liu
Jianfeng Zhang
Tianyang Hu
He Cao
Lujia Pan
Xingtai Lv
177
38
0
24 Feb 2023
On the Hardness of Robustness Transfer: A Perspective from Rademacher
  Complexity over Symmetric Difference Hypothesis Space
On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space
Yuyang Deng
Nidham Gazagnadou
Junyuan Hong
M. Mahdavi
Lingjuan Lyu
AAML
187
5
0
23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation
A Comprehensive Survey on Source-free Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhiqi Yu
Jingjing Li
Zhekai Du
Lei Zhu
Mengqi Li
TTA
378
197
0
23 Feb 2023
Deep Implicit Distribution Alignment Networks for Cross-Corpus Speech
  Emotion Recognition
Deep Implicit Distribution Alignment Networks for Cross-Corpus Speech Emotion RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yan Zhao
Jincen Wang
Yuan Zong
Wenming Zheng
Hailun Lian
Li Zhao
CVBM
43
14
0
17 Feb 2023
In Search for a Generalizable Method for Source Free Domain Adaptation
In Search for a Generalizable Method for Source Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2023
Malik Boudiaf
Tom Denton
B. V. Merrienboer
Vincent Dumoulin
Eleni Triantafillou
TTA
271
22
0
13 Feb 2023
Semantic Image Segmentation: Two Decades of Research
Semantic Image Segmentation: Two Decades of ResearchFoundations and Trends in Computer Graphics and Vision (FTCGV), 2023
G. Csurka
Riccardo Volpi
Boris Chidlovskii
3DV
273
77
0
13 Feb 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions
  via Partial-and-Imbalanced Domain Adaptation
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation
Guangyi Xiao
Xinlong Liu
Hao Chen
J. Guo
Zhiguo Gong
212
1
0
12 Feb 2023
Cross-Corpora Spoken Language Identification with Domain Diversification
  and Generalization
Cross-Corpora Spoken Language Identification with Domain Diversification and GeneralizationComputer Speech and Language (CSL), 2023
Spandan Dey
Md. Sahidullah
G. Saha
150
14
0
10 Feb 2023
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation
  with Conditional Alignment and Reweighting
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting
Viraj Prabhu
David Acuna
Andy Liao
Rafid Mahmood
M. Law
Judy Hoffman
Sanja Fidler
James Lucas
159
16
0
09 Feb 2023
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free
  Domain Adaptive Keypoint Detection
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection
Yuhe Ding
Jian Liang
Bo Jiang
A. Zheng
Ran He
3DPC
275
12
0
09 Feb 2023
Mitigating Bias in Visual Transformers via Targeted Alignment
Mitigating Bias in Visual Transformers via Targeted AlignmentBritish Machine Vision Conference (BMVC), 2023
Sruthi Sudhakar
Viraj Prabhu
Arvindkumar Krishnakumar
Judy Hoffman
142
10
0
08 Feb 2023
A Prototype-Oriented Clustering for Domain Shift with Source Privacy
A Prototype-Oriented Clustering for Domain Shift with Source Privacy
Korawat Tanwisuth
Shujian Zhang
Pengcheng He
Mingyuan Zhou
206
3
0
08 Feb 2023
Domain Adaptation for Time Series Under Feature and Label Shifts
Domain Adaptation for Time Series Under Feature and Label ShiftsInternational Conference on Machine Learning (ICML), 2023
Huan He
Owen Queen
Teddy Koker
Consuelo Cuevas
Theodoros Tsiligkaridis
Marinka Zitnik
AI4TS
314
105
0
06 Feb 2023
RLSbench: Domain Adaptation Under Relaxed Label Shift
RLSbench: Domain Adaptation Under Relaxed Label ShiftInternational Conference on Machine Learning (ICML), 2023
Saurabh Garg
Nick Erickson
James Sharpnack
Alexander J. Smola
Sivaraman Balakrishnan
Zachary Chase Lipton
VLM
384
44
0
06 Feb 2023
Improving Domain Generalization with Domain Relations
Improving Domain Generalization with Domain RelationsInternational Conference on Learning Representations (ICLR), 2023
Huaxiu Yao
Xinyu Yang
Xinyi Pan
Shengchao Liu
Pang Wei Koh
Chelsea Finn
OODAI4CE
298
18
0
06 Feb 2023
Domain Adaptation via Rebalanced Sub-domain Alignment
Domain Adaptation via Rebalanced Sub-domain Alignment
Yi-Ling Liu
Juncheng Dong
Ziyang Jiang
Ahmed Aloui
Keyu Li
Hunter Klein
Vahid Tarokh
David Carlson
227
4
0
03 Feb 2023
Interpretations of Domain Adaptations via Layer Variational Analysis
Interpretations of Domain Adaptations via Layer Variational AnalysisInternational Conference on Learning Representations (ICLR), 2023
Huan-Hsin Tseng
Hsin-Yi Lin
Kuo-Hsuan Hung
Yu Tsao
FAtt
265
4
0
03 Feb 2023
Crucial Semantic Classifier-based Adversarial Learning for Unsupervised
  Domain Adaptation
Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain AdaptationIEEE International Joint Conference on Neural Network (IJCNN), 2023
Yumin Zhang
Yajun Gao
Hongliu Li
Ating Yin
Duzhen Zhang
Xiuyi Chen
180
0
0
03 Feb 2023
Domain Adaptation via Alignment of Operation Profile for Remaining
  Useful Lifetime Prediction
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime PredictionReliability Engineering & System Safety (Reliab. Eng. Syst. Saf.), 2023
Ismail Nejjar
Fabian Geissmann
Mengjie Zhao
C. Taal
Olga Fink
AI4CE
210
55
0
03 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation
Class Overwhelms: Mutual Conditional Blended-Target Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2023
P. Xu
Boyu Wang
Charles Ling
293
12
0
03 Feb 2023
Open-Set Multi-Source Multi-Target Domain Adaptation
Open-Set Multi-Source Multi-Target Domain Adaptation
Rohit Lal
Arihant Gaur
Aadhithya Iyer
Muhammed Abdullah Shaikh
Ritik Agrawal
228
1
0
02 Feb 2023
Fairness-aware Vision Transformer via Debiased Self-Attention
Fairness-aware Vision Transformer via Debiased Self-AttentionEuropean Conference on Computer Vision (ECCV), 2023
Yao Qiang
Chengyin Li
Prashant Khanduri
D. Zhu
ViT
284
11
0
31 Jan 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels
When Source-Free Domain Adaptation Meets Learning with Noisy LabelsInternational Conference on Learning Representations (ICLR), 2023
L. Yi
Gezheng Xu
Pengcheng Xu
Jiaqi Li
Ruizhi Pu
Charles Ling
A. McLeod
Boyu Wang
312
57
0
31 Jan 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification
Zhize Wu
Changjiang Du
Lekang Zou
Ming Tan
Tong Xu
Fan-Ning Cheng
Fudong Nian
T. Weise
227
2
0
30 Jan 2023
Preserving Fairness in AI under Domain Shift
Preserving Fairness in AI under Domain ShiftJournal of Artificial Intelligence Research (JAIR), 2023
Serban Stan
Mohammad Rostami
178
7
0
29 Jan 2023
Feasibility and Transferability of Transfer Learning: A Mathematical
  Framework
Feasibility and Transferability of Transfer Learning: A Mathematical Framework
Haoyang Cao
Haotian Gu
Xin Guo
M. Rosenbaum
165
2
0
27 Jan 2023
Open Problems in Applied Deep Learning
Open Problems in Applied Deep Learning
M. Raissi
AI4CE
234
3
0
26 Jan 2023
Learning Good Features to Transfer Across Tasks and Domains
Learning Good Features to Transfer Across Tasks and DomainsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Pierluigi Zama Ramirez
Adriano Cardace
Luca de Luigi
A. Tonioni
Samuele Salti
Luigi Di Stefano
OOD
252
10
0
26 Jan 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image
  Classification
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Inder Pal Singh
Enjie Ghorbel
Anis Kacem
A. Rathinam
Djamila Aouada
283
4
0
25 Jan 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision MakingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Shujian Yu
Hongming Li
Sigurd Løkse
Robert Jenssen
José C. Príncipe
BDL
376
11
0
21 Jan 2023
Source-free Subject Adaptation for EEG-based Visual Recognition
Source-free Subject Adaptation for EEG-based Visual RecognitionBalkan Conference in Informatics (BCI), 2023
Pilhyeon Lee
Seogkyu Jeon
Sunhee Hwang
Minjung Shin
H. Byun
111
5
0
20 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation
  Segmentation
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Munan Ning
Donghuan Lu
Yujia Xie
Dongdong Chen
Dong Wei
Yefeng Zheng
Yonghong Tian
Shuicheng Yan
Liuliang Yuan
231
17
0
18 Jan 2023
Representation Learning for Tablet and Paper Domain Adaptation in Favor
  of Online Handwriting Recognition
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition
Felix Ott
David Rügamer
Lucas Heublein
B. Bischl
Christopher Mutschler
OOD
147
3
0
16 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object
  Detection
Learning Transformations To Reduce the Geometric Shift in Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023
Vidit Vidit
Martin Engilberge
Mathieu Salzmann
ObjD
231
6
0
13 Jan 2023
CDA: Contrastive-adversarial Domain Adaptation
CDA: Contrastive-adversarial Domain Adaptation
Nishant Yadav
M. Alam
Ahmed K. Farahat
Dipanjan Ghosh
Chetan Gupta
A. Ganguly
164
3
0
10 Jan 2023
High-level semantic feature matters few-shot unsupervised domain
  adaptation
High-level semantic feature matters few-shot unsupervised domain adaptationAAAI Conference on Artificial Intelligence (AAAI), 2023
Lei Yu
Wanqi Yang
Sheng Huang
Lei Wang
Ming Yang
187
6
0
05 Jan 2023
Discriminative Radial Domain Adaptation
Discriminative Radial Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2023
Zenan Huang
Jun Wen
Siheng Chen
Linchao Zhu
Nenggan Zheng
OOD
345
18
0
01 Jan 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition
  Systems A case study for Modern Greek
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern GreekIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Georgios Paraskevopoulos
Theodoros Kouzelis
Georgios Rouvalis
Athanasios Katsamanis
Vassilis Katsouros
Alexandros Potamianos
VLM
283
13
0
31 Dec 2022
Learning List-Level Domain-Invariant Representations for Ranking
Learning List-Level Domain-Invariant Representations for RankingNeural Information Processing Systems (NeurIPS), 2022
Ruicheng Xian
Honglei Zhuang
Zhen Qin
Hamed Zamani
Jing Lu
Ji Ma
Kai Hui
Han Zhao
Xuanhui Wang
Michael Bendersky
OOD
345
11
0
21 Dec 2022
Self-Pair: Synthesizing Changes from Single Source for Object Change
  Detection in Remote Sensing Imagery
Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing ImageryIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Min-seok Seo
Hakjin Lee
Y. Jeon
Junghoon Seo
212
25
0
20 Dec 2022
A Probabilistic Framework for Lifelong Test-Time Adaptation
A Probabilistic Framework for Lifelong Test-Time AdaptationComputer Vision and Pattern Recognition (CVPR), 2022
Dhanajit Brahma
Piyush Rai
TTA
313
47
0
19 Dec 2022
Non-IID Transfer Learning on Graphs
Non-IID Transfer Learning on GraphsAAAI Conference on Artificial Intelligence (AAAI), 2022
Jun Wu
Jingrui He
Elizabeth Ainsworth
OOD
363
54
0
15 Dec 2022
SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation
SRoUDA: Meta Self-training for Robust Unsupervised Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2022
Wan-Xuan Zhu
Jia-Li Yin
Bo-Hao Chen
Ximeng Liu
166
9
0
12 Dec 2022
Cap2Aug: Caption guided Image to Image data Augmentation
Cap2Aug: Caption guided Image to Image data Augmentation
Aniket Roy
Anshul B. Shah
Ketul Shah
Anirban Roy
Rama Chellappa
DiffM
243
0
0
11 Dec 2022
Augmenting Knowledge Transfer across Graphs
Augmenting Knowledge Transfer across GraphsIndustrial Conference on Data Mining (IDM), 2022
Yuzhen Mao
Jianhui Sun
Dawei Zhou
183
2
0
09 Dec 2022
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot
  Cross-lingual Named Entity Recognition
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jun-Yu Ma
Beiduo Chen
Jia-Chen Gu
Zhen-Hua Ling
Wu Guo
Quan Liu
Zhigang Chen
Cong Liu
192
12
0
07 Dec 2022
Union-set Multi-source Model Adaptation for Semantic Segmentation
Union-set Multi-source Model Adaptation for Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022
Zongyao Li
Ren Togo
Takahiro Ogawa
Miki Haseyama
178
5
0
06 Dec 2022
Domain-Invariant Feature Alignment Using Variational Inference For
  Partial Domain Adaptation
Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain AdaptationAsilomar Conference on Signals, Systems and Computers (ACSSC), 2022
Sandipan Choudhuri
Suli C. Adeniye
Arunabha Sen
Hemanth Venkateswara
DRL
247
0
0
03 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022
Lukas Hoyer
Dengxin Dai
Haoran Wang
Luc Van Gool
419
328
0
02 Dec 2022
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