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Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning


Oct 02, 2020
Weili Nie, Zhiding Yu, Lei Mao, Ankit B. Patel, Yuke Zhu, Animashree Anandkumar

* 21 pages, NeurIPS 2020 

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An Improved Semi-Supervised VAE for Learning Disentangled Representations


Jun 22, 2020
Weili Nie, Zichao Wang, Ankit B. Patel, Richard G. Baraniuk


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LaRVAE: Label Replacement VAE for Semi-Supervised Disentanglement Learning


Jun 12, 2020
Weili Nie, Zichao Wang, Ankit B. Patel, Richard G. Baraniuk


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Semi-Supervised StyleGAN for Disentanglement Learning


Mar 06, 2020
Weili Nie, Tero Karras, Animesh Garg, Shoubhik Debhath, Anjul Patney, Ankit B. Patel, Anima Anandkumar

* 20 pages, 4 tables, 18 figures 

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JR-GAN: Jacobian Regularization for Generative Adversarial Networks


Jun 24, 2018
Weili Nie, Ankit Patel


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A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations


Jun 08, 2018
Weili Nie, Yang Zhang, Ankit Patel

* 21 pages, ICML 2018 

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