Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Sanja Fidler

Sanja Fidler

University of Toronto, Nvidia

ATISS: Autoregressive Transformers for Indoor Scene Synthesis


Oct 07, 2021
Despoina Paschalidou, Amlan Kar, Maria Shugrina, Karsten Kreis, Andreas Geiger, Sanja Fidler

* To appear in NeurIPS 2021, Project Page: https://nv-tlabs.github.io/ATISS/ 

  Access Paper or Ask Questions

Physics-based Human Motion Estimation and Synthesis from Videos


Sep 21, 2021
Kevin Xie, Tingwu Wang, Umar Iqbal, Yunrong Guo, Sanja Fidler, Florian Shkurti

* To appear in ICCV 2021 

  Access Paper or Ask Questions

Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting


Sep 13, 2021
Zian Wang, Jonah Philion, Sanja Fidler, Jan Kautz

* ICCV 2021 (Oral Presentation) 

  Access Paper or Ask Questions

3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations


Aug 30, 2021
Kangxue Yin, Jun Gao, Maria Shugrina, Sameh Khamis, Sanja Fidler

* Accepted to ICCV 2021. Supplementary material can be found on the project page: https://nv-tlabs.github.io/3DStyleNet/ 

  Access Paper or Ask Questions

NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation


Jul 04, 2021
Xiaohui Zeng, Raquel Urtasun, Richard Zemel, Sanja Fidler, Renjie Liao

* UAI2021, code at https://github.com/ZENGXH/NPDRAW 

  Access Paper or Ask Questions

NP-DRAW: A Non-Parametric Structured Latent Variable Modelfor Image Generation


Jun 25, 2021
Xiaohui Zeng, Raquel Urtasun, Richard Zemel, Sanja Fidler, Renjie Liao

* UAI2021, code at https://github.com/ZENGXH/NPDRAW 

  Access Paper or Ask Questions

f-Domain-Adversarial Learning: Theory and Algorithms


Jun 21, 2021
David Acuna, Guojun Zhang, Marc T. Law, Sanja Fidler

* ICML 2021 

  Access Paper or Ask Questions

Low Budget Active Learning via Wasserstein Distance: An Integer Programming Approach


Jun 12, 2021
Rafid Mahmood, Sanja Fidler, Marc T. Law


  Access Paper or Ask Questions

DriveGAN: Towards a Controllable High-Quality Neural Simulation


Apr 30, 2021
Seung Wook Kim, Jonah Philion, Antonio Torralba, Sanja Fidler

* CVPR 2021 Oral 

  Access Paper or Ask Questions

Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets


Apr 26, 2021
Yuan-Hong Liao, Amlan Kar, Sanja Fidler

* CVPR 2021 Oral 

  Access Paper or Ask Questions

DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort


Apr 20, 2021
Yuxuan Zhang, Huan Ling, Jun Gao, Kangxue Yin, Jean-Francois Lafleche, Adela Barriuso, Antonio Torralba, Sanja Fidler

* Accepted to CVPR 2021 as an Oral paper. Webpage: https://nv-tlabs.github.io/datasetGAN/ 

  Access Paper or Ask Questions

Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization


Apr 12, 2021
Daiqing Li, Junlin Yang, Karsten Kreis, Antonio Torralba, Sanja Fidler

* CVPR2021 

  Access Paper or Ask Questions

Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection


Apr 12, 2021
Nadine Chang, Zhiding Yu, Yu-Xiong Wang, Anima Anandkumar, Sanja Fidler, Jose M. Alvarez


  Access Paper or Ask Questions

gradSim: Differentiable simulation for system identification and visuomotor control


Apr 06, 2021
Krishna Murthy Jatavallabhula, Miles Macklin, Florian Golemo, Vikram Voleti, Linda Petrini, Martin Weiss, Breandan Considine, Jerome Parent-Levesque, Kevin Xie, Kenny Erleben, Liam Paull, Florian Shkurti, Derek Nowrouzezahrai, Sanja Fidler

* ICLR 2021. Project page (and a dynamic web version of the article): https://gradsim.github.io 

  Access Paper or Ask Questions

Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks


Mar 18, 2021
Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger, Sanja Fidler

* To appear in CVPR 2021 

  Access Paper or Ask Questions

Personalized Federated Learning with First Order Model Optimization


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

* ICLR 2021 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

UniCon: Universal Neural Controller For Physics-based Character Motion


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

* 15 pages, 15 figures 

  Access Paper or Ask Questions

Emergent Road Rules In Multi-Agent Driving Environments


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

* Project Page: http://fidler-lab.github.io/social-driving 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

Expressive Telepresence via Modular Codec Avatars


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

* ECCV 2020 

  Access Paper or Ask Questions

Interactive Annotation of 3D Object Geometry using 2D Scribbles


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

* Accepted to ECCV 2020 

  Access Paper or Ask Questions