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Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation


Sep 25, 2019
Arnab Ghosh, Richard Zhang, Puneet K. Dokania, Oliver Wang, Alexei A. Efros, Philip H. S. Torr, Eli Shechtman

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* ICCV 2019, Video Avaiable at https://youtu.be/T9xtpAMUDps 

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Controllable Text-to-Image Generation


Sep 16, 2019
Bowen Li, Xiaojuan Qi, Thomas Lukasiewicz, Philip H. S. Torr

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Branch and Bound for Piecewise Linear Neural Network Verification


Sep 14, 2019
Rudy Bunel, Jingyue Lu, Ilker Turkaslan, Philip H. S. Torr, Pushmeet Kohli, M. Pawan Kumar

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Dual Graph Convolutional Network for Semantic Segmentation


Sep 13, 2019
Li Zhang, Xiangtai Li, Anurag Arnab, Kuiyuan Yang, Yunhai Tong, Philip H. S. Torr

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* accepted at BMVC 2019 

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Dynamic Graph Message Passing Networks


Aug 19, 2019
Li Zhang, Dan Xu, Anurag Arnab, Philip H. S. Torr

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Real-Time Highly Accurate Dense Depth on a Power Budget using an FPGA-CPU Hybrid SoC


Jul 17, 2019
Oscar Rahnama, Tommaso Cavallari, Stuart Golodetz, Alessio Tonioni, Thomas Joy, Luigi Di Stefano, Simon Walker, Philip H. S. Torr

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* IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 66, no. 5, pp. 773-777, May 2019 
* 6 pages, 7 figures, 2 tables, journal 

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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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Stable Rank Normalization for Improved Generalization in Neural Networks and GANs


Jun 12, 2019
Amartya Sanyal, Philip H. S. Torr, Puneet K. Dokania

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Hijacking Malaria Simulators with Probabilistic Programming


May 29, 2019
Bradley Gram-Hansen, Christian Schröder de Witt, Tom Rainforth, Philip H. S. Torr, Yee Whye Teh, Atılım Güneş Baydin

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* ICML Workshop on AI for Social Good, 2018 
* 6 pages, 3 figures, Accepted at the International Conference on Machine Learning AI for Social Good Workshop, Long Beach, United States, 2019 

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Straight to Shapes++: Real-time Instance Segmentation Made More Accurate


May 27, 2019
Laurynas Miksys, Saumya Jetley, Michael Sapienza, Stuart Golodetz, Philip H. S. Torr

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* Technical report, 27 pages (12 main, 15 supplementary), 17 figures, 14 tables 

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