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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

* Accepted to CVPR 2021 as an Oral paper. Webpage: 

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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

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ScribbleBox: Interactive Annotation Framework for Video Object Segmentation

Aug 22, 2020
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

Aug 03, 2019
Wenzheng Chen, Jun Gao, Huan Ling, Edward J. Smith, Jaakko Lehtinen, Alec Jacobson, Sanja Fidler


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Fast Interactive Object Annotation with Curve-GCN

Mar 16, 2019
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

Aug 02, 2018
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++

Mar 26, 2018
David Acuna, Huan Ling, Amlan Kar, Sanja Fidler

* Accepted to CVPR 2018 (

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Teaching Machines to Describe Images via Natural Language Feedback

Jun 05, 2017
Huan Ling, Sanja Fidler

* 13 pages 

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