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Ranking Neural Checkpoints

Nov 23, 2020
Yandong Li, Xuhui Jia, Ruoxin Sang, Yukun Zhu, Bradley Green, Liqiang Wang, Boqing Gong


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Boosting Image-based Mutual Gaze Detection using Pseudo 3D Gaze

Oct 15, 2020
Bardia Doosti, Ching-Hui Chen, Raviteja Vemulapalli, Xuhui Jia, Yukun Zhu, Bradley Green


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Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

Mar 17, 2020
Huiyu Wang, Yukun Zhu, Bradley Green, Hartwig Adam, Alan Yuille, Liang-Chieh Chen


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

Dec 06, 2019
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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Search to Distill: Pearls are Everywhere but not the Eyes

Nov 20, 2019
Yu Liu, Xuhui Jia, Mingxing Tan, Raviteja Vemulapalli, Yukun Zhu, Bradley Green, Xiaogang Wang


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Panoptic-DeepLab

Oct 24, 2019
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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SPGNet: Semantic Prediction Guidance for Scene Parsing

Aug 26, 2019
Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas Huang, Wen-Mei Hwu, Honghui Shi

* ICCV 2019 

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Searching for MobileNetV3

May 14, 2019
Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, Hartwig Adam


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DeeperLab: Single-Shot Image Parser

Mar 12, 2019
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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Searching for Efficient Multi-Scale Architectures for Dense Image Prediction

Sep 11, 2018
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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Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Aug 22, 2018
Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, Hartwig Adam

* ECCV 2018 camera ready 

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Spatially Adaptive Computation Time for Residual Networks

Jul 02, 2017
Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry Vetrov, Ruslan Salakhutdinov

* CVPR 2017 

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3D Object Proposals using Stereo Imagery for Accurate Object Class Detection

Apr 25, 2017
Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Huimin Ma, Sanja Fidler, Raquel Urtasun

* 14 pages, 12 figures 

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MovieQA: Understanding Stories in Movies through Question-Answering

Sep 21, 2016
Makarand Tapaswi, Yukun Zhu, Rainer Stiefelhagen, Antonio Torralba, Raquel Urtasun, Sanja Fidler

* CVPR 2016, Spotlight presentation. Benchmark @ http://movieqa.cs.toronto.edu/ Code @ https://github.com/makarandtapaswi/MovieQA_CVPR2016/ 

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Skip-Thought Vectors

Jun 22, 2015
Ryan Kiros, Yukun Zhu, Ruslan Salakhutdinov, Richard S. Zemel, Antonio Torralba, Raquel Urtasun, Sanja Fidler

* 11 pages 

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Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books

Jun 22, 2015
Yukun Zhu, Ryan Kiros, Richard Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler


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segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection

Feb 15, 2015
Yukun Zhu, Raquel Urtasun, Ruslan Salakhutdinov, Sanja Fidler


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