Diffusion models — citation graph of key research
Explore the most influential research on diffusion models as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on diffusion models
- Brownian motion in a field of force and the diffusion model of chemical reactions
H. A. Kramers — 1940 · Physica · 8,668 citations - The solution-diffusion model: a review
J.G. Wijmans, Richard W. Baker — 1995 · Journal of Membrane Science · 3,460 citations - Pore and solid diffusion models for fixed‐bed adsorbers
Thomas Weber, Ranjit K. Chakravorti — 1974 · AIChE Journal · 2,566 citations - Diffusion Models in Vision: A Survey
Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al. — 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,793 citations - Diffusion Models Beat GANs on Image Synthesis
Prafulla Dhariwal, Alex Nichol — 2021 · arXiv (Cornell University) · 2,185 citations - A Jump-Diffusion Model for Option Pricing
Steven Kou — 2002 · Management Science · 1,941 citations - Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
Chitwan Saharia, William Chan, Saurabh Saxena et al. — 2022 · arXiv (Cornell University) · 2,113 citations - Diffusion Models: A Comprehensive Survey of Methods and Applications
L. Yang, Zhilong Zhang, Yang Song et al. — 2023 · ACM Computing Surveys · 1,527 citations - Denoising Diffusion Probabilistic Models
Ho, Jonathan, Ajay N. Jain, Pieter Abbeel — 2020 · arXiv (Cornell University) · 5,677 citations - New Product Diffusion Models in Marketing: A Review and Directions for Research
Vijay Mahajan, Eitan Muller, Frank M. Bass — 1991 · 2,125 citations - Reaction-Diffusion Model as a Framework for Understanding Biological Pattern Formation
Shigeru Kondo, Takashi Miura — 2010 · Science · 1,725 citations - Initial behavior of intraparticle diffusion model used in the description of adsorption kinetics
Feng‐Chin Wu, Ru‐Ling Tseng, Ruey‐Shin Juang — 2009 · Chemical Engineering Journal · 1,618 citations