The Uncanny Valley: A Comprehensive Analysis of Diffusion Models

20 February 2024

Papers citing "The Uncanny Valley: A Comprehensive Analysis of Diffusion Models"

13 / 13 papers shown

Title
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 36 56 0 07 Jun 2023
On the Importance of Noise Scheduling for Diffusion Models Ting Chen DiffM 47 151 0 26 Jan 2023
Scalable Adaptive Computation for Iterative Generation Allan Jabri David Fleet Ting-Li Chen DiffM 52 107 0 22 Dec 2022
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 111 576 0 02 Nov 2022
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning Ting-Li Chen Ruixiang Zhang Geoffrey E. Hinton DiffM 60 300 0 08 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 80 3,786 0 26 Jul 2022
Pseudo Numerical Methods for Diffusion Models on Manifolds Luping Liu Yi Ren Zhijie Lin Zhou Zhao DiffM 75 640 0 20 Feb 2022
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 262 6,293 0 26 Nov 2020
Improved Techniques for Training Score-Based Generative Models Yang Song Stefano Ermon DiffM 138 1,135 0 16 Jun 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 163 3,803 0 12 Jul 2019
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 75 844 0 15 Apr 2019
Group Normalization Yuxin Wu Kaiming He 143 3,626 0 22 Mar 2018
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 205 5,502 0 23 Nov 2015