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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: http://www.cs.toronto.edu/~makarand/shmoop/ Dataset at: https://github.com/achaudhury/shmoop-corpus/ 

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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 https://github.com/NVIDIAGameWorks/kaolin/ 

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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 https://github.com/makarandtapaswi/BallClustering_ICCV2019 

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Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer

Aug 03, 2019
Wenzheng Chen, Jun Gao, Huan Ling, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler

* https://nv-tlabs.github.io/DIB-R/ 

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Gated-SCNN: Gated Shape CNNs for Semantic Segmentation

Jul 12, 2019
Towaki Takikawa, David Acuna, Varun Jampani, Sanja Fidler

* Project Website: https://nv-tlabs.github.io/GSCNN/ 

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Neural Graph Evolution: Towards Efficient Automatic Robot Design

Jun 12, 2019
Tingwu Wang, Yuhao Zhou, Sanja Fidler, Jimmy Ba

* ICLR 2019 

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EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis

May 15, 2019
Chaoqi Wang, Roger Grosse, Sanja Fidler, Guodong Zhang

* ICML 2019 

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DARNet: Deep Active Ray Network for Building Segmentation

May 15, 2019
Dominic Cheng, Renjie Liao, Sanja Fidler, Raquel Urtasun

* CVPR 2019 

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Meta-Sim: Learning to Generate Synthetic Datasets

Apr 25, 2019
Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler

* Webpage: https://nv-tlabs.github.io/meta-sim/ 

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Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations

Apr 16, 2019
David Acuna, Amlan Kar, Sanja Fidler

* CVPR 2019 
* Accepted as a CVPR 2019 oral paper (Project Page: https://nv-tlabs.github.io/STEAL/

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Action Recognition from Single Timestamp Supervision in Untrimmed Videos

Apr 09, 2019
Davide Moltisanti, Sanja Fidler, Dima Damen

* CVPR 2019 

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Mimicking the In-Camera Color Pipeline for Camera-Aware Object Compositing

Mar 27, 2019
Jun Gao, Xiao Li, Liwei Wang, Sanja Fidler, Stephen Lin


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Fast Interactive Object Annotation with Curve-GCN

Mar 16, 2019
Huan Ling, Jun Gao, Amlan Kar, Wenzheng Chen, Sanja Fidler

* In Computer Vision and Pattern Recognition (CVPR), Long Beach, US, 2019 

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ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning

Feb 12, 2019
Harris Chan, Yuhuai Wu, Jamie Kiros, Sanja Fidler, Jimmy Ba


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A Face-to-Face Neural Conversation Model

Dec 04, 2018
Hang Chu, Daiqing Li, Sanja Fidler

* CVPR (2018) 7113-7121 
* Published at CVPR 2018 

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SurfConv: Bridging 3D and 2D Convolution for RGBD Images

Dec 04, 2018
Hang Chu, Wei-Chiu Ma, Kaustav Kundu, Raquel Urtasun, Sanja Fidler

* CVPR (2018) 3002-3011 
* Published at CVPR 2018 

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Lifelong Learning for Image Captioning by Asking Natural Language Questions

Dec 01, 2018
Kevin Shen, Amlan Kar, Sanja Fidler


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A Neural Compositional Paradigm for Image Captioning

Oct 23, 2018
Bo Dai, Sanja Fidler, Dahua Lin

* 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montr\'eal, Canada 

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Semantic Understanding of Scenes through the ADE20K Dataset

Oct 16, 2018
Bolei Zhou, Hang Zhao, Xavier Puig, Tete Xiao, Sanja Fidler, Adela Barriuso, Antonio Torralba

* IJCV extension 

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Pose Estimation for Objects with Rotational Symmetry

Oct 13, 2018
Enric Corona, Kaustav Kundu, Sanja Fidler

* Accepted at IROS 2018. More details available at http://www.cs.utoronto.ca/~ecorona/symmetry_pose_estimation 

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Visual Reasoning by Progressive Module Networks

Sep 27, 2018
Seung Wook Kim, Makarand Tapaswi, Sanja Fidler

* 17 pages, 5 figures 

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