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Personalized Federated Learning with First Order Model Optimization

Jan 28, 2021
Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jose M. Alvarez

* ICLR 2021 

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Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes

Jan 26, 2021
Towaki Takikawa, Joey Litalien, Kangxue Yin, Karsten Kreis, Charles Loop, Derek Nowrouzezahrai, Alec Jacobson, Morgan McGuire, Sanja Fidler

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UniCon: Universal Neural Controller For Physics-based Character Motion

Nov 30, 2020
Tingwu Wang, Yunrong Guo, Maria Shugrina, Sanja Fidler

* 15 pages, 15 figures 

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Emergent Road Rules In Multi-Agent Driving Environments

Nov 21, 2020
Avik Pal, Jonah Philion, Yuan-Hong Liao, Sanja Fidler

* Project Page: 

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Learning Deformable Tetrahedral Meshes for 3D Reconstruction

Nov 03, 2020
Jun Gao, Wenzheng Chen, Tommy Xiang, Alec Jacobson, Morgan McGuire, Sanja Fidler

* Accepted to NeurIPS 2020 

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The efficacy of Neural Planning Metrics: A meta-analysis of PKL on nuScenes

Oct 24, 2020
Yiluan Guo, Holger Caesar, Oscar Beijbom, Jonah Philion, Sanja Fidler

* IROS 2020 Workshop on Benchmarking Progress in Autonomous Driving 

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Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration

Oct 19, 2020
Xavier Puig, Tianmin Shu, Shuang Li, Zilin Wang, Joshua B. Tenenbaum, Sanja Fidler, Antonio Torralba

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Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering

Oct 18, 2020
Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler

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Fed-Sim: Federated Simulation for Medical Imaging

Sep 01, 2020
Daiqing Li, Amlan Kar, Nishant Ravikumar, Alejandro F Frangi, Sanja Fidler

* MICCAI 2020 (Early Accept) 

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Expressive Telepresence via Modular Codec Avatars

Aug 26, 2020
Hang Chu, Shugao Ma, Fernando De la Torre, Sanja Fidler, Yaser Sheikh

* ECCV 2020 

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Interactive Annotation of 3D Object Geometry using 2D Scribbles

Aug 24, 2020
Tianchang Shen, Jun Gao, Amlan Kar, Sanja Fidler

* Accepted to ECCV 2020 

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ScribbleBox: Interactive Annotation Framework for Video Object Segmentation

Aug 22, 2020
Bowen Chen, Huan Ling, Xiaohui Zeng, Gao Jun, Ziyue Xu, Sanja Fidler

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Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid

Aug 21, 2020
Jun Gao, Zian Wang, Jinchen Xuan, Sanja Fidler

* ECCV 2020 

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Meta-Sim2: Unsupervised Learning of Scene Structure for Synthetic Data Generation

Aug 20, 2020
Jeevan Devaranjan, Amlan Kar, Sanja Fidler

* ECCV 2020 

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Learning to Generate Diverse Dance Motions with Transformer

Aug 18, 2020
Jiaman Li, Yihang Yin, Hang Chu, Yi Zhou, Tingwu Wang, Sanja Fidler, Hao Li

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Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D

Aug 13, 2020
Jonah Philion, Sanja Fidler

* ECCV 2020 

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Learning to Simulate Dynamic Environments with GameGAN

May 25, 2020
Seung Wook Kim, Yuhao Zhou, Jonah Philion, Antonio Torralba, Sanja Fidler

* CVPR 2020 

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The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

Apr 29, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* Preprint for paper at IEEE TPAMI. arXiv admin note: substantial text overlap with arXiv:1804.02748 

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Learning to Evaluate Perception Models Using Planner-Centric Metrics

Apr 19, 2020
Jonah Philion, Amlan Kar, Sanja Fidler

* CVPR 2020 poster 

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Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data

Jan 09, 2020
Xi Yan, David Acuna, Sanja Fidler

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The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries

Jan 01, 2020
Atef Chaudhury, Makarand Tapaswi, Seung Wook Kim, Sanja Fidler

* Project page: Dataset at: 

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Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research

Nov 13, 2019
Krishna Murthy Jatavallabhula, Edward Smith, Jean-Francois Lafleche, Clement Fuji Tsang, Artem Rozantsev, Wenzheng Chen, Tommy Xiang, Rev Lebaredian, Sanja Fidler

* Kaolin is available as open-source software at 

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CrevNet: Conditionally Reversible Video Prediction

Oct 25, 2019
Wei Yu, Yichao Lu, Steve Easterbrook, Sanja Fidler

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Neural Turtle Graphics for Modeling City Road Layouts

Oct 04, 2019
Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina, Xinkai Wei, Ming-Yu Liu, Antonio Torralba, Sanja Fidler

* ICCV-2019 Oral 

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DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation

Sep 27, 2019
Xiaohui Zeng, Renjie Liao, Li Gu, Yuwen Xiong, Sanja Fidler, Raquel Urtasun

* ICCV 2019 

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A Theoretical Analysis of the Number of Shots in Few-Shot Learning

Sep 25, 2019
Tianshi Cao, Marc Law, Sanja Fidler

* 15 pages incl. appendix, 6 figures 

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Video Face Clustering with Unknown Number of Clusters

Aug 20, 2019
Makarand Tapaswi, Marc T. Law, Sanja Fidler

* Accepted to ICCV 2019, code and data at 

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