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

Yuhta Takida, Takashi Shibuya 0001, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji. SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 20987-21012, PMLR, 2022. [doi]

Authors

Yuhta Takida

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Takashi Shibuya 0001

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Wei-Hsiang Liao

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Chieh-Hsin Lai

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Junki Ohmura

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Toshimitsu Uesaka

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Naoki Murata

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Shusuke Takahashi

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Toshiyuki Kumakura

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Yuki Mitsufuji

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