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Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision



Liangzhe Yuan , Rui Qian , Yin Cui , Boqing Gong , Florian Schroff , Ming-Hsuan Yang , Hartwig Adam , Ting Liu


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DeepLab2: A TensorFlow Library for Deep Labeling



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



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



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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EEV Dataset: Predicting Expressions Evoked by Diverse Videos



Jennifer J. Sun , Ting Liu , Alan S. Cowen , Florian Schroff , Hartwig Adam , Gautam Prasad


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View-Invariant Probabilistic Embedding for Human Pose



Jennifer J. Sun , Jiaping Zhao , Liang-Chieh Chen , Florian Schroff , Hartwig Adam , Ting Liu


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FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation



Paul Voigtlaender , Yuning Chai , Florian Schroff , Hartwig Adam , Bastian Leibe , Liang-Chieh Chen

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019 
* CVPR 2019 camera-ready version 

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Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation



Chenxi Liu , Liang-Chieh Chen , Florian Schroff , Hartwig Adam , Wei Hua , Alan Yuille , Li Fei-Fei


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Modeling Uncertainty with Hedged Instance Embedding



Seong Joon Oh , Kevin Murphy , Jiyan Pan , Joseph Roth , Florian Schroff , Andrew Gallagher

* 15 pages, 10 figures 

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Searching for Efficient Multi-Scale Architectures for Dense Image Prediction



Liang-Chieh Chen , Maxwell D. Collins , Yukun Zhu , George Papandreou , Barret Zoph , Florian Schroff , Hartwig Adam , Jonathon Shlens

* Accepted by NIPS 2018 

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