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Scalable Neural Data Server: A Data Recommender for Transfer Learning



Tianshi Cao , Sasha Doubov , David Acuna , Sanja Fidler

* Advances in Neural Information Processing Systems, Volume 34, pages 8984-8997, year 2021 
* Neurips 2021 

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Variable Bitrate Neural Fields



Towaki Takikawa , Alex Evans , Jonathan Tremblay , Thomas Müller , Morgan McGuire , Alec Jacobson , Sanja Fidler

* SIGGRAPH 2022. Project Page: https://nv-tlabs.github.io/vqad/ 

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Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps



Seung Wook Kim , Karsten Kreis , Daiqing Li , Antonio Torralba , Sanja Fidler

* CVPR 2022 Oral 

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ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters



Xue Bin Peng , Yunrong Guo , Lina Halper , Sergey Levine , Sanja Fidler


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M$^2$BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation



Enze Xie , Zhiding Yu , Daquan Zhou , Jonah Philion , Anima Anandkumar , Sanja Fidler , Ping Luo , Jose M. Alvarez

* Tech Report 

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M^2BEV: Multi-Camera Joint 3D Detection and Segmentation with Unified Birds-Eye View Representation



Enze Xie , Zhiding Yu , Daquan Zhou , Jonah Philion , Anima Anandkumar , Sanja Fidler , Ping Luo , Jose M. Alvarez

* Tech Report 

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AUV-Net: Learning Aligned UV Maps for Texture Transfer and Synthesis



Zhiqin Chen , Kangxue Yin , Sanja Fidler

* CVPR 2022. Project page: https://nv-tlabs.github.io/AUV-NET 

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Learning Smooth Neural Functions via Lipschitz Regularization



Hsueh-Ti Derek Liu , Francis Williams , Alec Jacobson , Sanja Fidler , Or Litany


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Domain Adversarial Training: A Game Perspective



David Acuna , Marc T Law , Guojun Zhang , Sanja Fidler

* ICLR 2022 

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Causal Scene BERT: Improving object detection by searching for challenging groups of data



Cinjon Resnick , Or Litany , Amlan Kar , Karsten Kreis , James Lucas , Kyunghyun Cho , Sanja Fidler


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