Shypd.aiThe largest open index of AI toolsA-Survey-on-Generative-Diffusion-Model is an open-source GitHub repository that provides a curated list of resources related to generative diffusion models. It includes a comprehensive survey paper and categorized lists of research articles on methodology improvements and applications.
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A-Survey-on-Generative-Diffusion-Model is an open-source GitHub repository offering a meticulously curated list of resources focused on generative diffusion models. This repository serves as a valuable academic resource, accompanying a survey paper that delves into various aspects of diffusion models. It categorizes research articles into key areas such as methodology improvement, covering speed-up techniques, distribution diversification, likelihood optimization, and dimension reduction. Furthermore, it explores diverse applications across computer vision (low-level, high-level, 3D, video, medical), sequential modeling (NLP, time series), audio (sound generation, text-to-speech), and AI for science (molecular conformation, material design). The repository provides direct links to PDF papers and associated code, making it an essential reference for researchers and developers in the field.
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