Variational Inference with Continuously-Indexed Normalizing Flows

Variational Inference with Continuously-Indexed Normalizing Flows

10 July 2020

Anthony L. Caterini

Dino Sejdinovic

Papers citing "Variational Inference with Continuously-Indexed Normalizing Flows"

14 / 14 papers shown

Title
Ergodic Generative Flows Leo Maxime Brunswic Mateo Clemente Rui Heng Yang Adam Sigal Amir Rasouli Yinchuan Li 37 0 0 06 May 2025
A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning Michael Majurski Sumeet Menon Parniyan Farvardin David Chapman 29 3 0 27 Apr 2024
Diffusion models for probabilistic programming Simon Dirmeier Fernando Pérez-Cruz 53 0 0 01 Nov 2023
Binary classification based Monte Carlo simulation Elouan Argouarc'h F. Desbouvries 13 0 0 29 Jul 2023
Towards Understanding the Dynamics of Gaussian-Stein Variational Gradient Descent Tianle Liu Promit Ghosal Krishnakumar Balasubramanian Natesh S. Pillai 19 9 0 23 May 2023
Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space Michael Diao Krishnakumar Balasubramanian Sinho Chewi Adil Salim BDL 13 20 0 10 Apr 2023
Self-reinforced polynomial approximation methods for concentrated probability densities Tiangang Cui S. Dolgov O. Zahm 19 5 0 05 Mar 2023
Deterministic training of generative autoencoders using invertible layers Gianluigi Silvestri Daan Roos L. Ambrogioni TPM 8 2 0 19 May 2022
Discretely Indexed Flows Elouan Argouarc'h Franccois Desbouvries Eric Barat Eiji Kawasaki T. Dautremer 11 0 0 04 Apr 2022
Continuous Latent Process Flows Ruizhi Deng Marcus A. Brubaker Greg Mori Andreas M. Lehrmann AI4TS 16 17 0 29 Jun 2021
On Incorporating Inductive Biases into VAEs Ning Miao Emile Mathieu N. Siddharth Yee Whye Teh Tom Rainforth CML DRL 12 10 0 25 Jun 2021
Scalable conditional deep inverse Rosenblatt transports using tensor-trains and gradient-based dimension reduction Tiangang Cui S. Dolgov O. Zahm 19 15 0 08 Jun 2021
Automatic variational inference with cascading flows L. Ambrogioni Gianluigi Silvestri Marcel van Gerven TPM BDL 11 8 0 09 Feb 2021
Deep composition of tensor-trains using squared inverse Rosenblatt transports Tiangang Cui S. Dolgov OT 16 33 0 14 Jul 2020