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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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Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation



Liang-Chieh Chen , Raphael Gontijo Lopes , Bowen Cheng , Maxwell D. Collins , Ekin D. Cubuk , Barret Zoph , Hartwig Adam , Jonathon Shlens

* 21 pages including reference 

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Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation



Bowen Cheng , Maxwell D. Collins , Yukun Zhu , Ting Liu , Thomas S. Huang , Hartwig Adam , Liang-Chieh Chen

* 16-page detailed technical report of arXiv:1910.04751 

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SegSort: Segmentation by Discriminative Sorting of Segments



Jyh-Jing Hwang , Stella X. Yu , Jianbo Shi , Maxwell D. Collins , Tien-Ju Yang , Xiao Zhang , Liang-Chieh Chen

* In ICCV 2019. Webpage & Code: https://jyhjinghwang.github.io/projects/segsort.html 

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Panoptic-DeepLab



Bowen Cheng , Maxwell D. Collins , Yukun Zhu , Ting Liu , Thomas S. Huang , Hartwig Adam , Liang-Chieh Chen

* This work is presented at ICCV 2019 Joint COCO and Mapillary Recognition Challenge Workshop 

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DeeperLab: Single-Shot Image Parser



Tien-Ju Yang , Maxwell D. Collins , Yukun Zhu , Jyh-Jing Hwang , Ting Liu , Xiao Zhang , Vivienne Sze , George Papandreou , Liang-Chieh Chen

* 20 pages. The code of the proposed Parsing Covering metric is available at http://deeperlab.mit.edu 

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