Faithful Inversion of Generative Models for Effective Amortized
Inference

Faithful Inversion of Generative Models for Effective Amortized Inference

1 December 2017

Siddharth Narayanaswamy

Papers citing "Faithful Inversion of Generative Models for Effective Amortized Inference"

14 / 14 papers shown

Title
Provably Scalable Black-Box Variational Inference with Structured Variational Families Joohwan Ko Kyurae Kim W. Kim Jacob R. Gardner BDL 33 2 0 19 Jan 2024
Neuro-Causal Factor Analysis Alex Markham Ming-Yu Liu Bryon Aragam Liam Solus CML 30 3 0 31 May 2023
Computing with Categories in Machine Learning Eli Sennesh T. Xu Yoshihiro Maruyama 28 2 0 07 Mar 2023
Inversion of Bayesian Networks Jesse van Oostrum Peter van Hintum Nihat Ay BDL 24 1 0 20 Dec 2022
Graphically Structured Diffusion Models Christian D. Weilbach William Harvey Frank Wood DiffM 35 7 0 20 Oct 2022
PAVI: Plate-Amortized Variational Inference Louis Rouillard Thomas Moreau Demian Wassermann 27 1 0 10 Jun 2022
SIReN-VAE: Leveraging Flows and Amortized Inference for Bayesian Networks Jacobie Mouton Steve Kroon DRL BDL 20 0 0 23 Apr 2022
Tutorial on amortized optimization Brandon Amos OffRL 75 43 0 01 Feb 2022
On Incorporating Inductive Biases into VAEs Ning Miao Emile Mathieu N. Siddharth Yee Whye Teh Tom Rainforth CML DRL 30 10 0 25 Jun 2021
ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models Louis Rouillard Demian Wassermann 36 2 0 23 Jun 2021
Feedback Recurrent Autoencoder for Video Compression Adam Goliñski Reza Pourreza Yang Yang Guillaume Sautière Taco S. Cohen VGen 41 48 0 09 Apr 2020
Variational Item Response Theory: Fast, Accurate, and Expressive Mike Wu R. Davis B. Domingue Chris Piech Noah D. Goodman OffRL 39 52 0 01 Feb 2020
Structured Disentangled Representations Babak Esmaeili Hao Wu Sarthak Jain Alican Bozkurt N. Siddharth Brooks Paige Dana H. Brooks Jennifer Dy Jan-Willem van de Meent OOD CML BDL DRL 28 165 0 06 Apr 2018
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 266 2,550 0 25 Jan 2016