Alleviating "Posterior Collapse" in Deep Topic Models via Policy Gradient

Yewen Li, Chaojie Wang 0001, Zhibin Duan, Dongsheng Wang 0003, Bo Chen 0001, Bo An 0001, Mingyuan Zhou. Alleviating "Posterior Collapse" in Deep Topic Models via Policy Gradient. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

Abstract

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