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Sanja Fidler

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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

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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

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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

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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

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

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

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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

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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

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