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HumanGPS: Geodesic PreServing Feature for Dense Human Correspondences


Mar 29, 2021
Feitong Tan, Danhang Tang, Mingsong Dou, Kaiwen Guo, Rohit Pandey, Cem Keskin, Ruofei Du, Deqing Sun, Sofien Bouaziz, Sean Fanello, Ping Tan, Yinda Zhang


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Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win


Oct 07, 2020
Utku Evci, Yani A. Ioannou, Cem Keskin, Yann Dauphin

* sparse training, sparsity, pruning, lottery ticket hypothesis, lottery tickets, sparse initialization, initialization, deep learning, gradient flow 

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Deep Implicit Volume Compression


May 18, 2020
Danhang Tang, Saurabh Singh, Philip A. Chou, Christian Haene, Mingsong Dou, Sean Fanello, Jonathan Taylor, Philip Davidson, Onur G. Guleryuz, Yinda Zhang, Shahram Izadi, Andrea Tagliasacchi, Sofien Bouaziz, Cem Keskin

* Danhang Tang and Saurabh Singh have equal contribution 

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RePose: Learning Deep Kinematic Priors for Fast Human Pose Estimation


Feb 10, 2020
Hossam Isack, Christian Haene, Cem Keskin, Sofien Bouaziz, Yuri Boykov, Shahram Izadi, Sameh Khamis


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Volumetric Capture of Humans with a Single RGBD Camera via Semi-Parametric Learning


May 29, 2019
Rohit Pandey, Anastasia Tkach, Shuoran Yang, Pavel Pidlypenskyi, Jonathan Taylor, Ricardo Martin-Brualla, Andrea Tagliasacchi, George Papandreou, Philip Davidson, Cem Keskin, Shahram Izadi, Sean Fanello


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LookinGood: Enhancing Performance Capture with Real-time Neural Re-Rendering


Nov 12, 2018
Ricardo Martin-Brualla, Rohit Pandey, Shuoran Yang, Pavel Pidlypenskyi, Jonathan Taylor, Julien Valentin, Sameh Khamis, Philip Davidson, Anastasia Tkach, Peter Lincoln, Adarsh Kowdle, Christoph Rhemann, Dan B Goldman, Cem Keskin, Steve Seitz, Shahram Izadi, Sean Fanello

* The supplementary video is available at: http://youtu.be/Md3tdAKoLGU To be presented at SIGGRAPH Asia 2018 

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SplineNets: Continuous Neural Decision Graphs


Oct 31, 2018
Cem Keskin, Shahram Izadi

* Accepted to NIPS 2018 

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Conditional Information Gain Networks


Jul 25, 2018
Ufuk Can Biçici, Cem Keskin, Lale Akarun

* ICPR 2018 Paper 

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Learning to Navigate the Energy Landscape


Mar 18, 2016
Julien Valentin, Angela Dai, Matthias Nießner, Pushmeet Kohli, Philip Torr, Shahram Izadi, Cem Keskin


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