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Adversarially Slicing Generative Networks: Discriminator Slices Feature for One-Dimensional Optimal Transport


Jan 30, 2023
Yuhta Takida, Masaaki Imaizumi, Chieh-Hsin Lai, Toshimitsu Uesaka, Naoki Murata, Yuki Mitsufuji

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* 15 pages with 9 figures 

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GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration


Jan 30, 2023
Naoki Murata, Koichi Saito, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

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Unsupervised vocal dereverberation with diffusion-based generative models


Nov 08, 2022
Koichi Saito, Naoki Murata, Toshimitsu Uesaka, Chieh-Hsin Lai, Yuhta Takida, Takao Fukui, Yuki Mitsufuji

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* 6 pages, 2 figures, submitted to ICASSP 2023 

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Regularizing Score-based Models with Score Fokker-Planck Equations


Oct 09, 2022
Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

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SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization


May 16, 2022
Yuhta Takida, Takashi Shibuya, WeiHsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji

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* 25 pages with 10 figures, accepted for publication in ICML 2022 

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Robust Vector Quantized-Variational Autoencoder


Feb 04, 2022
Chieh-Hsin Lai, Dongmian Zou, Gilad Lerman

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Novelty Detection via Robust Variational Autoencoding


Jun 09, 2020
Chieh-Hsin Lai, Dongmian Zou, Gilad Lerman

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Inverse Problems, Deep Learning, and Symmetry Breaking


Mar 20, 2020
Kshitij Tayal, Chieh-Hsin Lai, Vipin Kumar, Ju Sun

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Robust Subspace Recovery Layer for Unsupervised Anomaly Detection


Mar 30, 2019
Chieh-Hsin Lai, Dongmian Zou, Gilad Lerman

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