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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
Enhancing Diffusion Models with 3D Perspective Geometry Constraints
Enhancing Diffusion Models with 3D Perspective Geometry ConstraintsACM Transactions on Graphics (TOG), 2023
Rishi Upadhyay
Howard Zhang
Yunhao Ba
Ethan Yang
Blake Gella
Sicheng Jiang
Alex Wong
A. Kadambi
314
14
0
01 Dec 2023
Investigating a domain adaptation approach for integrating different
  measurement instruments in a longitudinal clinical registry
Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry
Maren Hackenberg
Michelle Pfaffenlehner
Max Behrens
Astrid Pechmann
Janbernd Kirschner
Harald Binder
161
3
0
01 Dec 2023
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network
  Training
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network TrainingNeural Information Processing Systems (NeurIPS), 2023
Yefan Zhou
Tianyu Pang
Keqin Liu
Charles H. Martin
Michael W. Mahoney
Yaoqing Yang
388
14
0
01 Dec 2023
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
Lianrui Mu
Jianhong Bai
Xiaoxuan He
Jiangnan Ye
Xiaoyu Liang
Yuchen Yang
Jiedong Zhuang
Haoji Hu
315
2
0
30 Nov 2023
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time
  Adaptation
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation
Younggeol Cho
Youngrae Kim
Dongman Lee
293
1
0
30 Nov 2023
Source-free Video Domain Adaptation by Learning from Noisy Labels
Source-free Video Domain Adaptation by Learning from Noisy LabelsPattern Recognition (Pattern Recogn.), 2023
A. Dasgupta
C. V. Jawahar
Karteek Alahari
TTAVLM
503
13
0
30 Nov 2023
The Battleship Approach to the Low Resource Entity Matching Problem
The Battleship Approach to the Low Resource Entity Matching Problem
Bar Genossar
Avigdor Gal
Roee Shraga
179
6
0
27 Nov 2023
Robust Domain Misinformation Detection via Multi-modal Feature Alignment
Robust Domain Misinformation Detection via Multi-modal Feature AlignmentIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Hui Liu
Wenya Wang
Hao Sun
Anderson de Rezende Rocha
Haoliang Li
202
29
0
24 Nov 2023
Multi-modal Instance Refinement for Cross-domain Action Recognition
Multi-modal Instance Refinement for Cross-domain Action RecognitionChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2023
Yuan Qing
Naixing Wu
Shaohua Wan
Lixin Duan
158
0
0
24 Nov 2023
AdapterFL: Adaptive Heterogeneous Federated Learning for
  Resource-constrained Mobile Computing Systems
AdapterFL: Adaptive Heterogeneous Federated Learning for Resource-constrained Mobile Computing Systems
Ruixuan Liu
Ming Hu
Zeke Xia
Jun Xia
Peng Zhang
Yihao Huang
Yang Liu
Xiao He
FedML
241
8
0
23 Nov 2023
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images
Gauransh Sawhney
Daksh Dave
Adeel Ahmed
Jiechao Gao
Khalid Saleem
285
0
0
21 Nov 2023
Cross-domain feature disentanglement for interpretable modeling of tumor
  microenvironment impact on drug response
Cross-domain feature disentanglement for interpretable modeling of tumor microenvironment impact on drug responseIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Jia Zhai
Hui Liu
124
1
0
15 Nov 2023
Effective Restoration of Source Knowledge in Continual Test Time
  Adaptation
Effective Restoration of Source Knowledge in Continual Test Time Adaptation
Fahim Faisal Niloy
Sk. Miraj Ahmed
Dripta S. Raychaudhuri
Samet Oymak
Amit K. Roy-Chowdhury
KELMCLLTTA
265
16
0
08 Nov 2023
Robust and Communication-Efficient Federated Domain Adaptation via
  Random Features
Robust and Communication-Efficient Federated Domain Adaptation via Random Features
Zhanbo Feng
Yuanjie Wang
Jie Li
Fan Yang
Jiong Lou
Tiebin Mi
Robert C. Qiu
Zhenyu Liao
163
4
0
08 Nov 2023
Learning Intra and Inter-Camera Invariance for Isolated Camera
  Supervised Person Re-identification
Learning Intra and Inter-Camera Invariance for Isolated Camera Supervised Person Re-identificationACM Multimedia (ACM MM), 2023
Menglin Wang
Xiaojin Gong
240
1
0
02 Nov 2023
Invariant-Feature Subspace Recovery: A New Class of Provable Domain
  Generalization Algorithms
Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms
Haoxiang Wang
Gargi Balasubramaniam
Haozhe Si
Bo Li
Han Zhao
OOD
211
2
0
02 Nov 2023
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space
  Detection Approach
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection ApproachIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Zhenbang Du
Jiayu An
Yunlu Tu
Jiahao Hong
Dongrui Wu
MoE
320
1
0
01 Nov 2023
Visible to Thermal image Translation for improving visual task in low
  light conditions
Visible to Thermal image Translation for improving visual task in low light conditions
Md Azim Khan
194
0
0
31 Oct 2023
Diversifying Spatial-Temporal Perception for Video Domain Generalization
Diversifying Spatial-Temporal Perception for Video Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2023
Kun-Yu Lin
Jia-Run Du
Yipeng Gao
Jiaming Zhou
Wei-Shi Zheng
232
22
0
27 Oct 2023
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation
SPA: A Graph Spectral Alignment Perspective for Domain AdaptationNeural Information Processing Systems (NeurIPS), 2023
Zhiqing Xiao
Haobo Wang
Ying Jin
Lei Feng
Gang Chen
Fei Huang
Junbo Zhao
305
34
0
26 Oct 2023
Performative Prediction: Past and Future
Performative Prediction: Past and FutureStatistical Science (Statist. Sci.), 2023
Moritz Hardt
Celestine Mendler-Dünner
394
41
0
25 Oct 2023
Deep Feature Registration for Unsupervised Domain Adaptation
Deep Feature Registration for Unsupervised Domain Adaptation
Youshan Zhang
Brian D. Davison
252
0
0
24 Oct 2023
Unsupervised Sim-to-Real Adaptation of Soft Robot Proprioception using a
  Dual Cross-modal Autoencoder
Unsupervised Sim-to-Real Adaptation of Soft Robot Proprioception using a Dual Cross-modal AutoencoderSoft Robotics (SR), 2023
Chaeree Park
Hyunkyu Park
Jung Kim
117
2
0
21 Oct 2023
Gradual Domain Adaptation: Theory and Algorithms
Gradual Domain Adaptation: Theory and Algorithms
Yifei He
Haoxiang Wang
Bo Li
Han Zhao
CLL
406
17
0
20 Oct 2023
Towards Unified and Effective Domain Generalization
Towards Unified and Effective Domain Generalization
Yiyuan Zhang
Kaixiong Gong
Xiaohan Ding
Kaipeng Zhang
Fangrui Lv
Kurt Keutzer
Xiangyu Yue
AI4CEOODFedML
331
8
0
16 Oct 2023
SIDE: Self-supervised Intermediate Domain Exploration for Source-free
  Domain Adaptation
SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation
Jiamei Liu
Han Sun
Yizhen Jia
Jie Qin
Huiyu Zhou
Ningzhong Liu
TTA
241
0
0
13 Oct 2023
Learning Transferable Conceptual Prototypes for Interpretable
  Unsupervised Domain Adaptation
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2023
Junyu Gao
Xinhong Ma
Changsheng Xu
329
15
0
12 Oct 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via
  Edge Concatenation
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge ConcatenationExpert systems with applications (ESWA), 2023
Hye-Seong Hong
Abhishek Kumar
Dong-Gyu Lee
AAML
263
5
0
11 Oct 2023
CAD Models to Real-World Images: A Practical Approach to Unsupervised
  Domain Adaptation in Industrial Object Classification
CAD Models to Real-World Images: A Practical Approach to Unsupervised Domain Adaptation in Industrial Object Classification
Dennis Ritter
Mike Hemberger
Marc Hönig
Volker Stopp
Erik Rodner
Kristian Hildebrand
170
0
0
07 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category
  Shift
Activate and Reject: Towards Safe Domain Generalization under Category ShiftIEEE International Conference on Computer Vision (ICCV), 2023
Chaoqi Chen
Luyao Tang
Leitian Tao
Hong-Yu Zhou
Yue Huang
Xiaoguang Han
Yizhou Yu
OOD
283
15
0
07 Oct 2023
Subspace Identification for Multi-Source Domain Adaptation
Subspace Identification for Multi-Source Domain AdaptationNeural Information Processing Systems (NeurIPS), 2023
Zijian Li
Ruichu Cai
Guan-Hong Chen
Boyang Sun
Zijian Li
Kun Zhang
262
50
0
07 Oct 2023
Alice Benchmarks: Connecting Real World Re-Identification with the
  Synthetic
Alice Benchmarks: Connecting Real World Re-Identification with the SyntheticInternational Conference on Learning Representations (ICLR), 2023
Xiaoxiao Sun
Yue Yao
Shengjin Wang
Hongdong Li
Liang Zheng
263
0
0
06 Oct 2023
Layer-Adapted Implicit Distribution Alignment Networks for Cross-Corpus
  Speech Emotion Recognition
Layer-Adapted Implicit Distribution Alignment Networks for Cross-Corpus Speech Emotion RecognitionIEEE Transactions on Computational Social Systems (IEEE TCSS), 2023
Yan Zhao
Yuan Zong
Jincen Wang
Hailun Lian
Cheng Lu
Li Zhao
Wenming Zheng
CVBM
143
3
0
06 Oct 2023
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain
  Adaptation on 3D Object Detection
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object DetectionIEEE International Conference on Robotics and Automation (ICRA), 2023
T. Tsou
Tsung-Han Wu
Winston H. Hsu
295
0
0
05 Oct 2023
Mitigating the Influence of Domain Shift in Skin Lesion Classification:
  A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic
  Images
Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images
Sireesha Chamarthi
Katharina Fogelberg
Roman C. Maron
T. Brinker
Julia Niebling
OOD
146
2
0
05 Oct 2023
Transcending Domains through Text-to-Image Diffusion: A Source-Free Approach to Domain Adaptation
Shivang Chopra
Suraj Kothawade
Houda Aynaou
Vasu Sharma
DiffM
413
0
0
02 Oct 2023
Domain-Adaptive Learning: Unsupervised Adaptation for Histology Images
  with Improved Loss Function Combination
Domain-Adaptive Learning: Unsupervised Adaptation for Histology Images with Improved Loss Function Combination
R. Gupta
Shounak Das
Amit Sethi
OOD
230
1
0
29 Sep 2023
Confidence-based Visual Dispersal for Few-shot Unsupervised Domain
  Adaptation
Confidence-based Visual Dispersal for Few-shot Unsupervised Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2023
Yizhe Xiong
Hui Chen
Zijia Lin
Sicheng Zhao
Guiguang Ding
329
10
0
27 Sep 2023
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
Efficient Low-rank Backpropagation for Vision Transformer AdaptationNeural Information Processing Systems (NeurIPS), 2023
Yuedong Yang
Hung-Yueh Chiang
Guihong Li
Diana Marculescu
R. Marculescu
243
14
0
26 Sep 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced NormalizationAAAI Conference on Artificial Intelligence (AAAI), 2023
Yongyi Su
Xun Xu
Kui Jia
TTA
429
41
0
26 Sep 2023
Learning Invariant Representations with a Nonparametric Nadaraya-Watson
  Head
Learning Invariant Representations with a Nonparametric Nadaraya-Watson HeadNeural Information Processing Systems (NeurIPS), 2023
Alan Q. Wang
Minh Nguyen
M. Sabuncu
CMLOOD
212
1
0
23 Sep 2023
Domain-Guided Conditional Diffusion Model for Unsupervised Domain
  Adaptation
Domain-Guided Conditional Diffusion Model for Unsupervised Domain AdaptationNeural Networks (Neural Netw.), 2023
Yulong Zhang
Shu Han Chen
Weisen Jiang
Yu Zhang
Jiangang Lu
James T. Kwok
DiffM
215
15
0
23 Sep 2023
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor
  Imagery Classification
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification
Jie Jiao
Meiyan Xu
Qingqing Chen
Hefang Zhou
Wangliang Zhou
187
3
0
21 Sep 2023
Meta OOD Learning for Continuously Adaptive OOD Detection
Meta OOD Learning for Continuously Adaptive OOD DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Xinheng Wu
Jie Lu
Zhen Fang
Guangquan Zhang
OODD
277
14
0
21 Sep 2023
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning
Decoupled Training: Return of Frustratingly Easy Multi-Domain LearningAAAI Conference on Artificial Intelligence (AAAI), 2023
Ximei Wang
Junwei Pan
Xingzhuo Guo
Dapeng Liu
Jie Jiang
OOD
181
4
0
19 Sep 2023
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation
Federated Dataset Dictionary Learning for Multi-Source Domain AdaptationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Fabiola Espinosa Castellon
Eduardo Fernandes Montesuma
Fred-Maurice Ngole-Mboula
Aurélien Mayoue
Antoine Souloumiac
Cédric Gouy-Pallier
FedML
186
5
0
14 Sep 2023
Semi-supervised Domain Adaptation on Graphs with Contrastive Learning
  and Minimax Entropy
Semi-supervised Domain Adaptation on Graphs with Contrastive Learning and Minimax Entropy
Jiaren Xiao
Quanyu Dai
X. Shen
Xiaochen Xie
Jing Dai
James Lam
Ka-Wai Kwok
200
10
0
14 Sep 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and
  Multi Target Domain Adaptation
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation
Xiaohu Lu
H. Radha
210
0
0
12 Sep 2023
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source
  Reconstruction and Target Simulation
ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target SimulationInternational Conference on Learning Representations (ICLR), 2023
Bo Zhang
Xinyu Cai
Jiakang Yuan
Donglin Yang
Jianfei Guo
...
Min Dou
Tao Chen
Si Liu
Junchi Yan
Yu Qiao
424
15
0
11 Sep 2023
Rink-Agnostic Hockey Rink Registration
Rink-Agnostic Hockey Rink Registration
Jia Cheng Shang
Yuhao Chen
M. Shafiee
David A Clausi
194
4
0
08 Sep 2023
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