Mingsheng Long

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Jianmin WangSchool of Software, Tsinghua UniversityVerified email at tsinghua.edu.cn
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Zhangjie CaoPh.D. of Computer Science, Stanford UniversityVerified email at stanford.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Yue CaoBeijing Academy of Artificial IntelligenceVerified email at baai.ac.cn
Yunbo WangAssistant Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Ding GuiguangTsinghua UniversityVerified email at tsinghua.edu.cn
Han ZhuAlibaba GroupVerified email at alibaba-inc.com
Ximei WangPhD Student, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Kaichao You (游凯超)PhD student at Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Qiang Yang (杨强）Chief AI Officer@WeBank, Chair Prof.@HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk
Shichen LiuUniversity of Southern CaliforniaVerified email at usc.edu
Hong LiuStanford UniversityVerified email at stanford.edu
Xinyang ChenPhD student, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Haixu WuMaster student, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Yang ShuPhD student, Tsinghua UniversityVerified email at mails.tsinghua.edu.cn
Sinno Jialin PanNanyang Technological University, SingaporeVerified email at ntu.edu.sg
Li Fei-FeiProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Wei WangLeonard Kleinrock Professor in Computer Science, UCLAVerified email at cs.ucla.edu
Joshua B. TenenbaumMITVerified email at mit.edu

Mingsheng Long

Associate Professor, Tsinghua University

Verified email at tsinghua.edu.cn - Homepage

machine learning transfer learning deep learning


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Learning transferable features with deep adaptation networks M Long, Y Cao, J Wang, MI Jordan International Conference on Machine Learning (ICML), 2015	3616	2015
Deep transfer learning with joint adaptation networks M Long, H Zhu, J Wang, MI Jordan International Conference on Machine Learning (ICML), 2017	1671	2017
Transfer Feature Learning with Joint Distribution Adaptation M Long, J Wang, G Ding, J Sun, PS Yu IEEE International Conference on Computer Vision (ICCV), 2013	1359	2013
Unsupervised Domain Adaptation with Residual Transfer Networks M Long, H Zhu, J Wang, MI Jordan Advances in Neural Information Processing Systems (NIPS), 2016	1199	2016
Conditional Adversarial Domain Adaptation M Long, Z Cao, J Wang, MI Jordan Advances in Neural Information Processing Systems (NIPS), 2018	1180	2018
Transfer Joint Matching for Unsupervised Domain Adaptation M Long, J Wang, G Ding, J Sun, P Yu IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014	606	2014
Deep Hashing Network for Efficient Similarity Retrieval H Zhu, M Long, J Wang, Y Cao AAAI Conference on Artificial Intelligence (AAAI), 2016	542	2016
Adaptation Regularization: A General Framework for Transfer Learning M Long, J Wang, G Ding, SJ Pan, PS Yu IEEE Transactions on Knowledge and Data Engineering (TKDE), 2014	510	2014
Multi-Adversarial Domain Adaptation Z Pei, Z Cao, M Long, J Wang AAAI Conference on Artificial Intelligence (AAAI), 2018	506	2018
HashNet: Deep Learning to Hash by Continuation Z Cao, M Long, J Wang, PS Yu IEEE International Conference on Computer Vision (ICCV), 2017	477	2017
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs Y Wang, M Long, J Wang, PS Yu Advances in Neural Information Processing Systems (NIPS), 2017	399	2017
Bridging Theory and Algorithm for Domain Adaptation Y Zhang, T Liu, M Long, MI Jordan International Conference on Machine Learning (ICML), 2019	327	2019
Partial Transfer Learning with Selective Adversarial Networks Z Cao, M Long, J Wang, MI Jordan IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018	315	2018
Learning Multiple Tasks with Multilinear Relationship Networks M Long, Z Cao, J Wang, P Yu Advances in Neural Information Processing Systems (NIPS), 2017	296*	2017
Deep Visual-Semantic Quantization for Efficient Image Retrieval Y Cao, M Long, J Wang, S Liu IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017	294	2017
Partial Adversarial Domain Adaptation Z Cao, L Ma, M Long, J Wang European Conference on Computer Vision (ECCV), 2018	292	2018
Transferable representation learning with deep adaptation networks M Long, Y Cao, Z Cao, J Wang, MI Jordan IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019	277	2019
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Y Wang, Z Gao, M Long, J Wang, PS Yu International Conference on Machine Learning (ICML), 2018	240	2018
Deep Visual-Semantic Hashing for Cross-Modal Retrieval Y Cao, M Long, J Wang, Q Yang, PS Yu ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2016	238	2016
Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation X Chen, S Wang, M Long, J Wang International Conference on Machine Learning (ICML), 2019	237	2019

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