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PointRend: Image Segmentation as Rendering

Dec 17, 2019
Alexander Kirillov, Yuxin Wu, Kaiming He, Ross Girshick

* Technical Report 

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Momentum Contrast for Unsupervised Visual Representation Learning

Nov 14, 2019
Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, Ross Girshick

* Technical report 

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Bayesian Relational Memory for Semantic Visual Navigation

Sep 10, 2019
Yi Wu, Yuxin Wu, Aviv Tamar, Stuart Russell, Georgia Gkioxari, Yuandong Tian

* Accepted at ICCV 2019 

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Feature Denoising for Improving Adversarial Robustness

Dec 09, 2018
Cihang Xie, Yuxin Wu, Laurens van der Maaten, Alan Yuille, Kaiming He

* tech report 

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Natural Environment Benchmarks for Reinforcement Learning

Nov 14, 2018
Amy Zhang, Yuxin Wu, Joelle Pineau

* 12 figures 

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Learning and Planning with a Semantic Model

Sep 28, 2018
Yi Wu, Yuxin Wu, Aviv Tamar, Stuart Russell, Georgia Gkioxari, Yuandong Tian

* submitted to ICLR 2019 

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Group Normalization

Jun 11, 2018
Yuxin Wu, Kaiming He

* v3: Update trained-from-scratch results in COCO to 41.0AP. Code and models at https://github.com/facebookresearch/Detectron/blob/master/projects/GN 

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Building Generalizable Agents with a Realistic and Rich 3D Environment

Apr 08, 2018
Yi Wu, Yuxin Wu, Georgia Gkioxari, Yuandong Tian

* updated with improved content and more experinemnts 

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DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients

Feb 02, 2018
Shuchang Zhou, Yuxin Wu, Zekun Ni, Xinyu Zhou, He Wen, Yuheng Zou


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ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games

Nov 10, 2017
Yuandong Tian, Qucheng Gong, Wenling Shang, Yuxin Wu, C. Lawrence Zitnick

* NIPS 2017 oral 

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Effective Quantization Methods for Recurrent Neural Networks

Nov 30, 2016
Qinyao He, He Wen, Shuchang Zhou, Yuxin Wu, Cong Yao, Xinyu Zhou, Yuheng Zou


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Exploiting Local Structures with the Kronecker Layer in Convolutional Networks

Feb 04, 2016
Shuchang Zhou, Jia-Nan Wu, Yuxin Wu, Xinyu Zhou


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Multilinear Map Layer: Prediction Regularization by Structural Constraint

Jul 30, 2015
Shuchang Zhou, Yuxin Wu


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