An Overview of Diffusion Models: Applications, Guided Generation,
Statistical Rates and Optimization

An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization

11 April 2024

Mengdi Wang

Papers citing "An Overview of Diffusion Models: Applications, Guided Generation, Statistical Rates and Optimization"

12 / 62 papers shown

Title
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 80 1,429 0 21 Sep 2020
Improved Techniques for Training Score-Based Generative Models Yang Song Stefano Ermon DiffM 146 1,135 0 16 Jun 2020
Model Inversion Networks for Model-Based Optimization Aviral Kumar Sergey Levine OffRL 74 97 0 31 Dec 2019
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 100 966 0 04 Dec 2019
Reconstructing continuous distributions of 3D protein structure from cryo-EM images Ellen D. Zhong Tristan Bepler Joseph H. Davis Bonnie Berger 3DV 45 109 0 11 Sep 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 178 3,803 0 12 Jul 2019
Sliced Score Matching: A Scalable Approach to Density and Score Estimation Yang Song Sahaj Garg Jiaxin Shi Stefano Ermon 72 409 0 17 May 2019
$Error bounds for approximations with deep ReLU neural networks in $W^{s,p}$ norms$ Error bounds for approximations with deep ReLU neural networks in $W^{s,p}$ norms Ingo Gühring Gitta Kutyniok P. Petersen 60 200 0 21 Feb 2019
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 212 3,110 0 09 Jul 2018
Optimal approximation of continuous functions by very deep ReLU networks Dmitry Yarotsky 127 293 0 10 Feb 2018
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 90 3,005 0 19 Oct 2017
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 140 805 0 22 Aug 2017