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UmeTrack: Unified multi-view end-to-end hand tracking for VR


Oct 31, 2022
Shangchen Han, Po-chen Wu, Yubo Zhang, Beibei Liu, Linguang Zhang, Zheng Wang, Weiguang Si, Peizhao Zhang, Yujun Cai, Tomas Hodan, Randi Cabezas, Luan Tran, Muzaffer Akbay, Tsz-Ho Yu, Cem Keskin, Robert Wang

* SIGGRAPH Asia 2022 Conference Papers, 8 pages 

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MotionDeltaCNN: Sparse CNN Inference of Frame Differences in Moving Camera Videos


Oct 18, 2022
Mathias Parger, Chengcheng Tang, Christopher D. Twigg, Cem Keskin, Robert Wang, Markus Steinberger


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Neural Correspondence Field for Object Pose Estimation


Jul 30, 2022
Lin Huang, Tomas Hodan, Lingni Ma, Linguang Zhang, Luan Tran, Christopher Twigg, Po-Chen Wu, Junsong Yuan, Cem Keskin, Robert Wang

* Accepted to ECCV 2022 

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DeltaCNN: End-to-End CNN Inference of Sparse Frame Differences in Videos


Mar 08, 2022
Mathias Parger, Chengcheng Tang, Christopher D. Twigg, Cem Keskin, Robert Wang, Markus Steinberger

* CVPR 2022 

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Active Learning with Pseudo-Labels for Multi-View 3D Pose Estimation


Dec 27, 2021
Qi Feng, Kun He, He Wen, Cem Keskin, Yuting Ye

* Work done during internship at Meta Reality Labs 

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Multiresolution Deep Implicit Functions for 3D Shape Representation


Sep 16, 2021
Zhang Chen, Yinda Zhang, Kyle Genova, Sean Fanello, Sofien Bouaziz, Christian Haene, Ruofei Du, Cem Keskin, Thomas Funkhouser, Danhang Tang

* 8 pages of main paper, 10 pages of supplementary. Accepted by ICCV'21 

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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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