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Data Parallelism in Training Sparse Neural Networks

Mar 25, 2020
Namhoon Lee, Philip H. S. Torr, Martin Jaggi

* ICLR 2020 workshop on PML4DC: Learning under limited/low resource scenarios 

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A Signal Propagation Perspective for Pruning Neural Networks at Initialization

Jun 14, 2019
Namhoon Lee, Thalaiyasingam Ajanthan, Stephen Gould, Philip H. S. Torr

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Learn To Pay Attention

Apr 26, 2018
Saumya Jetley, Nicholas A. Lord, Namhoon Lee, Philip H. S. Torr

* International Conference on Learning Representations 2018 

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DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents

Apr 14, 2017
Namhoon Lee, Wongun Choi, Paul Vernaza, Christopher B. Choy, Philip H. S. Torr, Manmohan Chandraker

* Accepted at CVPR 2017 

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Forecasting Interactive Dynamics of Pedestrians with Fictitious Play

Mar 28, 2017
Wei-Chiu Ma, De-An Huang, Namhoon Lee, Kris M. Kitani

* Accepted to CVPR 2017 

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Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator

Dec 15, 2016
Namhoon Lee, Xinshuo Weng, Vishnu Naresh Boddeti, Yu Zhang, Fares Beainy, Kris Kitani, Takeo Kanade

* submitted to CVPR 2017 

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