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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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EditGAN: High-Precision Semantic Image Editing



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


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DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort



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/ 

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Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering



Yuxuan Zhang , Wenzheng Chen , Huan Ling , Jun Gao , Yinan Zhang , Antonio Torralba , Sanja Fidler


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ScribbleBox: Interactive Annotation Framework for Video Object Segmentation



Bowen Chen , Huan Ling , Xiaohui Zeng , Gao Jun , Ziyue Xu , Sanja Fidler


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



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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Fast Interactive Object Annotation with Curve-GCN



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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Adversarial Contrastive Estimation



Avishek Joey Bose , Huan Ling , Yanshuai Cao

* Association for Computational Linguistics, 2018 

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Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++



David Acuna , Huan Ling , Amlan Kar , Sanja Fidler

* Accepted to CVPR 2018 (http://www.cs.toronto.edu/polyrnn/

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