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DeepLab2: A TensorFlow Library for Deep Labeling


Jun 17, 2021
Mark Weber, Huiyu Wang, Siyuan Qiao, Jun Xie, Maxwell D. Collins, Yukun Zhu, Liangzhe Yuan, Dahun Kim, Qihang Yu, Daniel Cremers, Laura Leal-Taixe, Alan L. Yuille, Florian Schroff, Hartwig Adam, Liang-Chieh Chen

* 4-page technical report. The first three authors contributed equally to this work 

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MoViNets: Mobile Video Networks for Efficient Video Recognition


Apr 18, 2021
Dan Kondratyuk, Liangzhe Yuan, Yandong Li, Li Zhang, Mingxing Tan, Matthew Brown, Boqing Gong

* Accepted to CVPR 2021 

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Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization


Dec 02, 2020
Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu


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View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose


Oct 23, 2020
Ting Liu, Jennifer J. Sun, Long Zhao, Jiaping Zhao, Liangzhe Yuan, Yuxiao Wang, Liang-Chieh Chen, Florian Schroff, Hartwig Adam

* Code is available at https://github.com/google-research/google-research/tree/master/poem . Video synchronization results are available at https://drive.google.com/corp/drive/folders/1nhPuEcX4Lhe6iK3nv84cvSCov2eJ52Xy. arXiv admin note: text overlap with arXiv:1912.01001 

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Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion


Dec 19, 2018
Alex Zihao Zhu, Liangzhe Yuan, Kenneth Chaney, Kostas Daniilidis

* 9 pages, 7 figures 

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Zoom-In-to-Check: Boosting Video Interpolation via Instance-level Discrimination


Dec 04, 2018
Liangzhe Yuan, Yibo Chen, Hantian Liu, Tao Kong, Jianbo Shi

* Supplementary video: https://youtu.be/q-_wIRq26DY 

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EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras


Aug 13, 2018
Alex Zihao Zhu, Liangzhe Yuan, Kenneth Chaney, Kostas Daniilidis

* 9 pages, 5 figures, 1 table. Accompanying video: https://youtu.be/eMHZBSoq0sE. Dataset: https://daniilidis-group.github.io/mvsec/, Robotics: Science and Systems 2018 

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