Posterior Collapse of a Linear Latent Variable Model

9 May 2022

Papers citing "Posterior Collapse of a Linear Latent Variable Model"

6 / 6 papers shown

Title
Remove Symmetries to Control Model Expressivity and Improve Optimization Liu Ziyin Yizhou Xu Isaac Chuang AAML 38 1 0 28 Aug 2024
Posterior Collapse and Latent Variable Non-identifiability Yixin Wang David M. Blei John P. Cunningham CML DRL 73 70 0 02 Jan 2023
What shapes the loss landscape of self-supervised learning? Liu Ziyin Ekdeep Singh Lubana Masakuni Ueda Hidenori Tanaka 48 17 0 02 Oct 2022
Stochastic Neural Networks with Infinite Width are Deterministic Liu Ziyin Hanlin Zhang Xiangming Meng Yuting Lu Eric P. Xing Masakuni Ueda 14 3 0 30 Jan 2022
VAE Approximation Error: ELBO and Exponential Families Alexander Shekhovtsov D. Schlesinger B. Flach DRL 17 14 0 18 Feb 2021
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 202 63 0 23 Oct 2020