Keyword

diffusion models

Description: A class of generative machine-learning models that learn to create data by reversing a process that gradually adds noise.

Primary topic: Generative Adversarial Networks and Image Synthesis (21%)

Wikidata ID: wiki/Q114617315

OpenAlex ID: keywords/diffusion-models

High-Resolution Image Synthesis with Latent Diffusion Models

2022 · Robin Rombach, Andreas Blattmann, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 16,649

Diffusion of Innovations in Service Organizations: Systematic Review and Recommendations

2004 · TRISHA GREENHALGH, GLENN ROBERT, et al. · Milbank Quarterly · 7,433

Diffusion Models Beat GANs on Image Synthesis

2021 · Dhariwal, Prafulla, Nichol, Alex · arXiv (Cornell University) · 3,361

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Adsorption kinetic models: Physical meanings, applications, and solving methods

2020 · Jianlong Wang, Xuan Guo · Journal of Hazardous Materials · 2,916

A quantitative demonstration of the grain boundary diffusion mechanism for the oxidation of metals

1982 · A. Atkinson, R. I. Taylor, et al. · Philosophical magazine. A/Philosophical magazine. A. Physics of condensed matter. Structure, defects and mechanical properties · 2,541

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

2022 · Saharia, Chitwan, Chan, William, et al. · arXiv (Cornell University) · 2,528

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Hierarchical Text-Conditional Image Generation with CLIP Latents

2022 · Ramesh, Aditya, Dhariwal, Prafulla, et al. · arXiv (Cornell University) · 2,512

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Image matching as a diffusion process: an analogy with Maxwell's demons

1998 · J.-P. Thirion · Medical Image Analysis · 2,443

De novo design of protein structure and function with RFdiffusion

2023 · Joseph L. Watson, David Juergens, et al. · Nature · 2,336

Scalable Diffusion Models with Transformers

2023 · William Peebles, Saining Xie · IEEE/CVF International Conference on Computer Vision (ICCV) · 2,262

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The time course of perceptual choice: The leaky, competing accumulator model.

2001 · Marius Usher, James L. McClelland · Psychological Review · 2,150

Diffusion Models in Vision: A Survey

2023 · Florinel-Alin Croitoru, Vlad Hondru, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,891

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Origin of coda waves: Source, attenuation, and scattering effects

1975 · Keiiti Aki, Bernard Chouet · Journal of Geophysical Research Atmospheres · 1,737

Diffusion Models: A Comprehensive Survey of Methods and Applications

2023 · Ling Yang, Zhilong Zhang, et al. · ACM Computing Surveys · 1,692

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Diffusion Decision Model: Current Issues and History

2016 · Roger Ratcliff, Philip L. Smith, et al. · Trends in Cognitive Sciences · 1,620

The Powers of Association

1984 · Bruno Latour · The Sociological Review · 1,575

Stochastic Modeling of Elementary Psychological Processes

1985 · Joan Gay Snodgrass, James T. Townsend, et al. · The American Journal of Psychology · 1,522

Exploring the value of online product reviews in forecasting sales: The case of motion pictures

2007 · Chrysanthos Dellarocas, Xiaoquan (Michael) Zhang, et al. · Journal of Interactive Marketing · 1,519

Modeling Response Times for Two-Choice Decisions

1998 · Roger Ratcliff, Jeffrey N. Rouder · Psychological Science · 1,476

Penetration and energy-loss theory of electrons in solid targets

1972 · K Kanaya, S Okayama · Journal of Physics D Applied Physics · 1,460

GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

2021 · Nichol, Alex, Dhariwal, Prafulla, et al. · arXiv (Cornell University) · 1,351

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Quantitative analysis of movement : measuring and modeling population redistribution in animals and plants

1998 · Peter Turchin · Sinauer Associates eBooks · 1,342

Diffuse optics for tissue monitoring and tomography

2010 · T Durduran, R Choe, et al. · Reports on Progress in Physics · 1,167

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Innovation Diffusion As a Spatial Process

1967 · Torsten Hägerstrand · Medical Entomology and Zoology · 1,140

Dead-End Pore Volume and Dispersion in Porous Media

1964 · K.H. Coats, B.D. Smith · Society of Petroleum Engineers Journal · 1,133

Works count: 39,810

Citation count: 414,800