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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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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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BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations



Daiqing Li , Huan Ling , Seung Wook Kim , Karsten Kreis , Adela Barriuso , Sanja Fidler , Antonio Torralba

* https://nv-tlabs.github.io/big-datasetgan/ 

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Score-Based Generative Modeling with Critically-Damped Langevin Diffusion



Tim Dockhorn , Arash Vahdat , Karsten Kreis


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Tackling the Generative Learning Trilemma with Denoising Diffusion GANs



Zhisheng Xiao , Karsten Kreis , Arash Vahdat


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Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence



Tianshi Cao , Alex Bie , Arash Vahdat , Sanja Fidler , Karsten Kreis

* Accepted to NeurIPS 2021. 13 pages, 7 pages of supplementary; 6 tables, 8 figures 

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EditGAN: High-Precision Semantic Image Editing



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


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ATISS: Autoregressive Transformers for Indoor Scene Synthesis



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/ 

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