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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
Model Adaptation: Unsupervised Domain Adaptation without Source Data
Model Adaptation: Unsupervised Domain Adaptation without Source DataComputer Vision and Pattern Recognition (CVPR), 2020
Rui Li
Qianfen Jiao
Wenming Cao
Hau-San Wong
Si Wu
OOD
748
560
0
26 Feb 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNs
GraphBridge: Towards Arbitrary Transfer Learning in GNNsInternational Conference on Learning Representations (ICLR), 2025
Li Ju
Xingyi Yang
Qi Li
Xinchao Wang
408
0
0
26 Feb 2025
Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification
Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification
Rong Liu
Junye Liang
Jiaqi Yang
Jiang He
Peng Zhu
273
6
0
25 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation
B. Shirokikh
Anvar Kurmukov
Mariia Donskova
Valentin Samokhin
Mikhail Belyaev
Ivan Oseledets
OOD
267
0
0
24 Feb 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
Denoising as Adaptation: Noise-Space Domain Adaptation for Image RestorationInternational Conference on Learning Representations (ICLR), 2024
Kang Liao
Zongsheng Yue
Zhouxia Wang
Chen Change Loy
375
9
0
20 Feb 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution ShiftsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025
Sameer Ambekar
Zehao Xiao
Xiantong Zhen
Cees G. M. Snoek
OOD
434
2
0
15 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image ClassificationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2025
Ahmad Chaddad
Yihang Wu
Yuchen Jiang
Ahmed Bouridane
Christian Desrosiers
355
6
0
15 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation
Lingkun Luo
Shiqiang Hu
Jie Yang
Liming Chen
AI4CE
290
0
0
10 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Lingkun Luo
Shiqiang Hu
Liming Chen
530
2
0
10 Feb 2025
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene
Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving SceneComputer Vision and Pattern Recognition (CVPR), 2025
Tai-Yu Pan
Sooyoung Jeon
Mengdi Fan
Jinsu Yoo
Zhenyang Feng
Mark E. Campbell
Kilian Q. Weinberger
Bharath Hariharan
Wei-Lun Chao
604
2
0
10 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation
Stein Discrepancy for Unsupervised Domain Adaptation
Anneke von Seeger
Dongmian Zou
Gilad Lerman
477
0
0
05 Feb 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain AdaptationThe Web Conference (WWW), 2025
Zhen Zhang
Bingsheng He
427
2
0
05 Feb 2025
Improving Partially Observed Trajectories Forecasting by Target-driven Self-Distillation
Pengfei Zhu
Pengfei Zhu
Mengshi Qi
Liang Liu
339
0
0
28 Jan 2025
Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data
Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data
Wenqian Jiang
Junyang Jin
292
5
0
20 Jan 2025
BeST -- A Novel Source Selection Metric for Transfer Learning
BeST -- A Novel Source Selection Metric for Transfer Learning
Ashutosh Soni
Peizhong Ju
A. Eryilmaz
Ness B. Shroff
358
1
0
19 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
START: A Generalized State Space Model with Saliency-Driven Token-Aware TransformationNeural Information Processing Systems (NeurIPS), 2024
Jintao Guo
Lei Qi
Yinghuan Shi
Yang Gao
285
2
0
08 Jan 2025
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification
Neural Network Prediction of Strong Lensing Systems with Domain Adaptation and Uncertainty Quantification
Shrihan Agarwal
A. Ćiprijanović
Brian D. Nord
OOD
471
3
0
08 Jan 2025
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain AdaptationsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Yang Yuxiang
Zeng Xinyi
Zeng Pinxian
Zu Chen
Yan Binyu
Zhou Jiliu
Wang Yan
412
0
0
02 Jan 2025
Audiopedia: Audio QA with Knowledge
Audiopedia: Audio QA with KnowledgeIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Abhirama Subramanyam Penamakuri
Kiran Chhatre
Akshat Jain
KELMAuLLMRALM
368
0
0
31 Dec 2024
CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift
CASUAL: Conditional Support Alignment for Domain Adaptation with Label ShiftAAAI Conference on Artificial Intelligence (AAAI), 2023
A. Nguyen
Lam C. Tran
Anh Tong
Tuan-Duy H. Nguyen
Toan M. Tran
281
2
0
31 Dec 2024
Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation
Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain AdaptationInternational Conference on Pattern Recognition (ICPR), 2024
Xiaona Sun
Zhenyu Wu
Zhiqiang Zhan
Yang Ji
280
1
0
31 Dec 2024
Adversarially Domain-adaptive Latent Diffusion for Unsupervised Semantic Segmentation
Adversarially Domain-adaptive Latent Diffusion for Unsupervised Semantic Segmentation
Jongmin Yu
Zhongtian Sun
Shan Luo
Jinhong Yang
Shan Luo
DiffM
320
0
0
22 Dec 2024
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack
  Segmentation in Civil Structures
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil StructuresInternational Conference on Pattern Recognition (ICPR), 2024
Kushagra Srivastava
Damodar Datta Kancharla
Rizvi Tahereen
P. Ramancharla
Ravi Kiran Sarvadevabhatla
Harikumar Kandath
319
1
0
20 Dec 2024
Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation
Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation
Min Huang
Zifeng Xie
Bo Sun
Ning Wang
332
1
0
20 Dec 2024
FlexPose: Pose Distribution Adaptation with Limited Guidance
FlexPose: Pose Distribution Adaptation with Limited GuidanceAAAI Conference on Artificial Intelligence (AAAI), 2024
Zixiao Wang
Junwu Weng
Mengyuan Liu
Bei Yu
3DH
275
0
0
18 Dec 2024
Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence
Yichen Li
Yuying Wang
Haozhao Wang
Yining Qi
Tianzhe Xiao
Ruixuan Li
509
1
0
18 Dec 2024
What Matters in Learning A Zero-Shot Sim-to-Real RL Policy for Quadrotor Control? A Comprehensive Study
What Matters in Learning A Zero-Shot Sim-to-Real RL Policy for Quadrotor Control? A Comprehensive StudyIEEE Robotics and Automation Letters (RA-L), 2024
Jiayu Chen
Chao Yu
Yuqing Xie
Feng Gao
Yinuo Chen
...
Shilong Ji
Mo Mu
Yi Wu
H. Yang
Yu Wang
607
11
0
16 Dec 2024
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and
  Instance-level Pseudo Label Denoising
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label DenoisingIEEE Transactions on robotics (IEEE Trans. Robot.), 2024
Xiaohu Lu
H. Radha
270
1
0
11 Dec 2024
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play
  BCIs
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIsIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2023
Siyang Li
Ziwei Wang
Hanbin Luo
L. Ding
Dongrui Wu
308
30
0
10 Dec 2024
Attention Head Purification: A New Perspective to Harness CLIP for
  Domain Generalization
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization
Yingfan Wang
Guoliang Kang
VLM
382
3
0
10 Dec 2024
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced DataExpert systems with applications (ESWA), 2024
Xiang Fang
Arvind Easwaran
B. Genest
Ponnuthurai Nagaratnam Suganthan
449
33
0
09 Dec 2024
MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian
  Detection
MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection
Erik Brorsson
Lennart Svensson
Kristofer Bengtsson
Knut Åkesson
241
1
0
05 Dec 2024
Cross-Spectral Attention for Unsupervised RGB-IR Face Verification and
  Person Re-identification
Cross-Spectral Attention for Unsupervised RGB-IR Face Verification and Person Re-identificationIEEE Access (IEEE Access), 2024
Kshitij Nikhal
Cedric Nimpa Fondje
B. Riggan
CVBM
222
1
0
28 Nov 2024
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework
Ismail Nejjar
Hao Dong
Olga Fink
TTABDL
371
4
0
19 Nov 2024
RoboGSim: A Real2Sim2Real Robotic Gaussian Splatting Simulator
Xinhai Li
Jiajian Li
Ziheng Zhang
Rui Zhang
Fan Jia
Tiancai Wang
Haoqiang Fan
Kuo-Kun Tseng
Ruiping Wang
3DGS
413
37
0
18 Nov 2024
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain
  Adaptation
GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Junyu Luo
Yiyang Gu
Xiao Luo
Wei Ju
Zhiping Xiao
Yusheng Zhao
Jingyang Yuan
Ming Zhang
214
21
0
22 Oct 2024
Feature Augmentation based Test-Time Adaptation
Feature Augmentation based Test-Time AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Y. Cho
Youngrae Kim
Junho Yoon
Seunghoon Hong
Dongman Lee
TPMTTA
372
3
0
18 Oct 2024
FedGTST: Boosting Global Transferability of Federated Models via
  Statistics Tuning
FedGTST: Boosting Global Transferability of Federated Models via Statistics TuningNeural Information Processing Systems (NeurIPS), 2024
Peizhi Niu
Chao Pan
Rasoul Etesami
Han Zhao
S. Rasoul Etesami
FedMLAAML
261
0
0
16 Oct 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object
  Detection
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object DetectionNeural Information Processing Systems (NeurIPS), 2024
Haoyang Li
Rui Zhang
Hantao Yao
X. Zhang
Yifan Hao
Xinkai Song
Xiaqing Li
Yongwei Zhao
Ling Li
Yunji Chen
ObjDVLM
301
9
0
11 Oct 2024
Hyper-multi-step: The Truth Behind Difficult Long-context Tasks
Hyper-multi-step: The Truth Behind Difficult Long-context Tasks
Yijiong Yu
Ma Xiufa
Fang Jianwei
Zhi-liang Xu
Su Guangyao
...
Zhixiao Qi
Wei Wang
Wen Liu
Ran Chen
Ji Pei
LRMRALM
344
6
0
06 Oct 2024
BiPC: Bidirectional Probability Calibration for Unsupervised Domain
  Adaption
BiPC: Bidirectional Probability Calibration for Unsupervised Domain AdaptionExpert systems with applications (ESWA), 2024
Wenlve Zhou
Zhiheng Zhou
Junyuan Shang
Chang Niu
Mingyue Zhang
Xiyuan Tao
Tianlei Wang
269
1
0
29 Sep 2024
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures
Identifiable Shared Component Analysis of Unpaired Multimodal MixturesNeural Information Processing Systems (NeurIPS), 2024
Subash Timilsina
Sagar Shrestha
Xiao Fu
290
1
0
28 Sep 2024
IRASNet: Improved Feature-Level Clutter Reduction for Domain Generalized
  SAR-ATR
IRASNet: Improved Feature-Level Clutter Reduction for Domain Generalized SAR-ATRIEEE Transactions on Aerospace and Electronic Systems (IEEE T-AES), 2024
Oh-Tae Jang
Hae-Kang Song
Min-Jun Kim
Kyung-Hwan Lee
Geon Lee
...
Hee-Sub Shin
Jae-Woo Ok
Min-Young Back
Jae-Hyuk Yoon
Kyung-Tae Kim
157
2
0
25 Sep 2024
Unsupervised Attention Regularization Based Domain Adaptation for Oracle
  Character Recognition
Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition
Mei Wang
Weihong Deng
Jiani Hu
Sen Su
240
1
0
24 Sep 2024
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition
Ming Jin
Danni Zhang
Gangming Zhao
Changde Du
Jinpeng Li
TTA
240
0
0
24 Sep 2024
Egocentric zone-aware action recognition across environments
Egocentric zone-aware action recognition across environmentsPattern Recognition Letters (PR), 2024
Simone Alberto Peirone
Gabriele Goletto
M. Planamente
A. Bottino
Barbara Caputo
Giuseppe Averta
EgoV
270
6
0
21 Sep 2024
Classification of Buried Objects from Ground Penetrating Radar Images by
  using Second Order Deep Learning Models
Classification of Buried Objects from Ground Penetrating Radar Images by using Second Order Deep Learning ModelsIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024
Douba Jafuno
A. Mian
G. Ginolhac
Nickolas Stelzenmuller
231
3
0
20 Sep 2024
Open-World Test-Time Training: Self-Training with Contrast Learning
Open-World Test-Time Training: Self-Training with Contrast Learning
Houcheng Su
Mengzhu Wang
Jiao Li
Bingli Wang
Daixian Liu
Zeheng Wang
VLM
250
0
0
15 Sep 2024
Transfer Learning Applied to Computer Vision Problems: Survey on Current
  Progress, Limitations, and Opportunities
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities
Aaryan Panda
Damodar Panigrahi
Shaswata Mitra
Sudip Mittal
Shahram Rahimi
188
5
0
12 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised
  3D Domain Adaptation
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2024
Björn Michele
Alexandre Boulch
Tuan-Hung Vu
Gilles Puy
Renaud Marlet
Nicolas Courty
TTA
318
7
0
06 Sep 2024
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