Heavy-Tailed Diffusion with Denoising Lévy Probabilistic Models

Heavy-Tailed Diffusion with Denoising Lévy Probabilistic Models

18 June 2025

Dario Shariatian

Papers citing "Heavy-Tailed Diffusion with Denoising Lévy Probabilistic Models"

14 / 14 papers shown

Title
Conditioning Diffusions Using Malliavin Calculus Jakiw Pidstrigach Elizabeth Baker Carles Domingo-Enrich George Deligiannidis Nikolas Nüsken DiffM 69 0 0 04 Apr 2025
Generative modelling with jump-diffusions Adrian Baule DiffM 110 1 0 09 Mar 2025
Elucidating the Design Space of Diffusion-Based Generative Models Tero Karras M. Aittala Timo Aila S. Laine DiffM 186 1,981 0 01 Jun 2022
Denoising Diffusion Gamma Models Eliya Nachmani S. Robin Lior Wolf DiffM VLM 53 32 0 10 Oct 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 227 7,857 0 11 May 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 337 3,686 0 18 Feb 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 338 6,480 0 26 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 278 7,384 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 634 18,096 0 19 Jun 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,916 0 12 Jul 2019
Mean estimation and regression under heavy-tailed distributions--a survey Gabor Lugosi S. Mendelson 98 242 0 10 Jun 2019
Assessing Generative Models via Precision and Recall Mehdi S. M. Sajjadi Olivier Bachem Mario Lucic Olivier Bousquet Sylvain Gelly EGVM 78 577 0 31 May 2018
Fractional Langevin Monte Carlo: Exploring Lévy Driven Stochastic Differential Equations for Markov Chain Monte Carlo Umut Simsekli 64 45 0 12 Jun 2017
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 301 6,949 0 12 Mar 2015