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
- 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 · 1,876 citations - A Survey on Generative Diffusion Models
Hanqun Cao, Cheng Tan, Zhangyang Gao et al. — 2024 · IEEE Transactions on Knowledge and Data Engineering · 544 citations - Variational Diffusion Models
Diederik P. Kingma, Tim Salimans, Ben Poole et al. — 2021 · arXiv (Cornell University) · 374 citations - Diffusion Models in Experimental Psychology
Andreas Voß, Markus Nagler, Veronika Lerche — 2013 · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · 406 citations - Diffusion Models: A Comprehensive Survey of Methods and Applications
Ling Qiang Yang, Zhilong Zhang, Yang Song et al. — 2023 · ACM Computing Surveys · 1,686 citations - Connectionist and diffusion models of reaction time.
Roger Ratcliff, Trisha Van Zandt, Gail McKoon — 1999 · Psychological Review · 591 citations - A Prospective and Retrospective Look at the Diffusion Model
Everett M. Rogers — 2004 · Journal of Health Communication · 769 citations - Human Motion Diffusion Model
Guy Tevet, Sigal Raab, Brian Andrew Gordon et al. — 2022 · arXiv (Cornell University) · 290 citations - Diffusion Models Beat GANs on Image Synthesis
Prafulla Dhariwal, Alex Nichol — 2021 · arXiv (Cornell University) · 3,361 citations - A Meta-Analysis of Applications of Diffusion Models
Fareena Sultan, John U. Farley, Donald R. Lehmann — 1990 · Springer eBooks · 583 citations - Diffusion models in medical imaging: A comprehensive survey
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari et al. — 2023 · Medical Image Analysis · 766 citations - The solution-diffusion model: a review
J.G. Wijmans, Richard W. Baker — 1995 · Journal of Membrane Science · 3,507 citations