Papers citing 'Learning Transferable Features with Deep Adaptation Networks'

Title
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Runyu Ding Jihan Yang Li Jiang Xiaojuan Qi 3DPC 179 21 0 04 Apr 2022
Aligning Silhouette Topology for Self-Adaptive 3D Human Pose RecoveryNeural Information Processing Systems (NeurIPS), 2022 M. Rakesh Jogendra Nath Kundu Varun Jampani R. Venkatesh Babu 3DH 143 12 0 04 Apr 2022
Semantic-Aware Domain Generalized SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Duo Peng Yinjie Lei Munawar Hayat Yulan Guo Wen Li 252 134 0 02 Apr 2022
A Unified Framework for Domain Adaptive Pose EstimationEuropean Conference on Computer Vision (ECCV), 2022 Donghyun Kim Kaihong Wang Kate Saenko Margrit Betke Stan Sclaroff OOD 194 43 0 01 Apr 2022
Learning Instance-Specific Adaptation for Cross-Domain SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 219 14 0 30 Mar 2022
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2022 Jogendra Nath Kundu Siddharth Seth YM Pradyumna Varun Jampani Anirban Chakraborty R. Venkatesh Babu 3DH 197 33 0 29 Mar 2022
Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentificationComputer Vision and Pattern Recognition (CVPR), 2022 Chaoyang Wu Wenhang Ge Ancong Wu Xiaobin Chang 201 22 0 29 Mar 2022
Towards Domain Generalization in Object Detection Xingxuan Zhang Zekai Xu Renzhe Xu Tianyu Wang Peng Cui Weitao Wan Chong Sun Chen Li ObjD OOD 210 30 0 27 Mar 2022
Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Wenbin Zhu Chien-Yi Wang Kuan-Lun Tseng S. Lai Baoyuan Wang CVBM 151 9 0 27 Mar 2022
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Shuailong Wang Rui Li 139 1 0 26 Mar 2022
Continual Test-Time Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 257 563 0 25 Mar 2022
Feature Distribution Matching for Federated Domain GeneralizationAsian Conference on Machine Learning (ACML), 2022 Yuwei Sun Ng Chong H. Ochiai OOD 230 37 0 22 Mar 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser ErrorFindings (Findings), 2022 Katherine Atwell Anthony Sicilia Seong Jae Hwang Malihe Alikhani 80 17 0 21 Mar 2022
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2021 Cheng Bian Chenglang Yuan Kai Ma Shuang Yu Dong Wei Yefeng Zheng VLM MedIm 162 36 0 19 Mar 2022
Contrastive Learning for Cross-Domain Open World RecognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 Francesco Cappio Borlino S. Bucci Tatiana Tommasi SSL 174 3 0 17 Mar 2022
Adversarial Support AlignmentInternational Conference on Learning Representations (ICLR), 2022 Shangyuan Tong T. Garipov Yang Zhang Shiyu Chang Tommi Jaakkola 124 10 0 16 Mar 2022
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series DataACM Transactions on Knowledge Discovery from Data (TKDD), 2022 Mohamed Ragab Emadeldeen Eldele Wee Ling Tan Chuan-Sheng Foo Zhenghua Chen Ruibing Jin C. Kwoh Xiaoli Li TTA OOD AI4TS 158 92 0 15 Mar 2022
Learning for Robot Decision Making under Distribution Shift: A Survey Abhishek Paudel OOD OffRL 206 8 0 14 Mar 2022
From Big to Small: Adaptive Learning to Partial-Set DomainsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhangjie Cao Kaichao You Ziyang Zhang Jianmin Wang Mingsheng Long CLL 160 32 0 14 Mar 2022
Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound Feiyu Wang Qin Wang Wen Li Dong Xu Luc Van Gool 143 5 0 13 Mar 2022
Adaptive Trajectory Prediction via Transferable GNNComputer Vision and Pattern Recognition (CVPR), 2022 Yi Xu Lichen Wang Yizhou Wang Y. Fu 346 95 0 09 Mar 2022
Dynamic Instance Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhongying Deng Kaiyang Zhou Da Li Junjun He Yi-Zhe Song Tao Xiang OOD 234 43 0 09 Mar 2022
Source-free Video Domain Adaptation by Learning Temporal Consistency for Action RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Yuecong Xu Jianfei Yang Haozhi Cao Keyu Wu Ruibing Jin Zhenghua Chen TTA 213 38 0 09 Mar 2022
Robust Local Preserving and Global Aligning Network for Adversarial Domain AdaptationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jingyao Wang Jiangmeng Li C. Zheng Fuchun Sun Hui Xiong 115 30 0 08 Mar 2022
Discriminability-Transferability Trade-Off: An Information-Theoretic PerspectiveEuropean Conference on Computer Vision (ECCV), 2022 Quan Cui Bingchen Zhao Zhao-Min Chen Borui Zhao Renjie Song Jiajun Liang Boyan Zhou Osamu Yoshie 289 19 0 08 Mar 2022
Shift-Robust Node Classification via Graph Adversarial Clustering Qi Zhu Chao Zhang Chanyoung Park Carl Yang Jiawei Han OOD 150 6 0 07 Mar 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer NetworksNeural Information Processing Systems (NeurIPS), 2022 Minji Yoon John Palowitch Dustin Zelle Ziniu Hu Ruslan Salakhutdinov Bryan Perozzi 306 16 0 03 Mar 2022
Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Yongxing Dai Yifan Sun Jun Liu Zekun Tong Yi Yang Ling-yu Duan 174 13 0 03 Mar 2022
Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image SegmentationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Bo Zhang Tao Chen Bin Wang 219 65 0 03 Mar 2022
Global-Local Regularization Via Distributional RobustnessInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Hoang Phan Trung Le Trung-Nghia Phung Tu Bui Nhat Ho Dinh Q. Phung OOD 251 15 0 01 Mar 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 198 17 0 28 Feb 2022
Learning Semantic Segmentation from Multiple Datasets with Label ShiftsEuropean Conference on Computer Vision (ECCV), 2022 Dongwan Kim Yi-Hsuan Tsai Yumin Suh M. Faraki Sparsh Garg Manmohan Chandraker Bohyung Han 185 24 0 28 Feb 2022
Causal Domain Adaptation with Copula Entropy based Conditional Independence Test Jian Ma TTA OOD CML 106 1 0 27 Feb 2022
Attention-based Cross-Layer Domain Alignment for Unsupervised Domain AdaptationNeurocomputing (Neurocomputing), 2022 Xu Ma Junkun Yuan Yen-wei Chen Ruofeng Tong Lanfen Lin 110 13 0 27 Feb 2022
Submodlib: A Submodular Optimization Library Vishal Kaushal Ganesh Ramakrishnan Rishabh K. Iyer 180 13 0 22 Feb 2022
VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and AdaptationACM Multimedia (MM), 2021 Jiong Wang Zhou Zhao Weike Jin Xinyu Duan Zhen Lei Baoxing Huai Yiling Wu Xiaofei He CVBM AAML VLM 157 14 0 21 Feb 2022
Domain-Augmented Domain Adaptation Qiuhao Zeng Tianze Luo Boyu Wang 211 2 0 21 Feb 2022
Priming Cross-Session Motor Imagery Classification with A Universal Deep Domain Adaptation FrameworkNeurocomputing (Neurocomputing), 2022 Zhengqing Miao Xin Zhang C. Menon Yelong Zheng Mei-rong Zhao Dong Ming 190 22 0 19 Feb 2022
Going Deeper into Recognizing Actions in Dark Environments: A Comprehensive Benchmark StudyInternational Journal of Computer Vision (IJCV), 2022 Yuecong Xu Jianfei Yang Haozhi Cao Jianxiong Yin Zhenghua Chen Xiaoli Li Zhengguo Li Qiaoqiao Xu 240 5 0 19 Feb 2022
BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian PerspectivePattern Recognition (Pattern Recogn.), 2022 Shanshan Wang Lei Zhang Pichao Wang 150 29 0 19 Feb 2022
Exploring Adversarially Robust Training for Unsupervised Domain AdaptationAsian Conference on Computer Vision (ACCV), 2022 Shao-Yuan Lo Vishal M. Patel AAML 237 8 0 18 Feb 2022
Data-SUITE: Data-centric identification of in-distribution incongruous examplesInternational Conference on Machine Learning (ICML), 2022 Nabeel Seedat Jonathan Crabbé Mihaela van der Schaar OOD 168 16 0 17 Feb 2022
Two-stage architectural fine-tuning with neural architecture search using early-stopping in image classification Youngkee Kim Won Joon Yun Youn Kyu Lee Soyi Jung Joongheon Kim 173 7 0 17 Feb 2022
Learning to Generalize across Domains on Single Test SamplesInternational Conference on Learning Representations (ICLR), 2022 Zehao Xiao Xiantong Zhen Ling Shao Cees G. M. Snoek OOD 173 38 0 16 Feb 2022
Out-Of-Distribution Generalization on Graphs: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Haoyang Li Xin Eric Wang Ziwei Zhang Wenwu Zhu OOD CML 388 118 0 16 Feb 2022
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting RecognitionIEEE Access (IEEE Access), 2022 Felix Ott David Rügamer Lucas Heublein B. Bischl Christopher Mutschler 402 12 0 16 Feb 2022
Domain Adaptation via Prompt LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 244 215 0 14 Feb 2022
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data SetsNeural Information Processing Systems (NeurIPS), 2022 Xia Wei Aldo A. Faisal Moritz Grosse-Wentrup Alexandre Gramfort Sylvain Chevallier ... Stephen M. Gordon Vernon J. Lawhern Maciej Śliwowski Vincent Rouanne Piotr Tempczyk OOD 97 30 0 14 Feb 2022
PR-PL: A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for EEG-Based Emotion Recognition Rushuang Zhou Zhiguo Zhang Hong Fu Li Zhang Linling Li G. Huang Yining Dong Fali Li Xinhong Yang Zhen Liang 218 8 0 14 Feb 2022
Improving Molecular Representation Learning with Metric Learning-enhanced Optimal TransportPatterns (Patterns), 2022 Fang Wu Nicolas Courty Shuting Jin Stan Z. Li OOD OT 379 13 0 13 Feb 2022