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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: https://nv-tlabs.github.io/datasetGAN/ 

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CelebHair: A New Large-Scale Dataset for Hairstyle Recommendation based on CelebA


Apr 14, 2021
Yutao Chen, Yuxuan Zhang, Zhongrui Huang, Zhenyao Luo, Jinpeng Chen


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Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals


Dec 23, 2020
Sudan Han, Linjie Yan, Yuxuan Zhang, Pia Addabbo, Chengpeng Hao, Danilo Orlando

* 13 pages 

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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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A Combined Data-driven and Physics-driven Method for Steady Heat Conduction Prediction using Deep Convolutional Neural Networks


May 16, 2020
Hao Ma, Xiangyu Hu, Yuxuan Zhang, Nils Thuerey, Oskar J. Haidn

* 23 pages 12 figures 1 table 

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Deep Neural Network Fingerprinting by Conferrable Adversarial Examples


Dec 02, 2019
Nils Lukas, Yuxuan Zhang, Florian Kerschbaum

* 13 pages 

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