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Bookmark or Share- Generative Modeling by Estimating Gradients of the Data ... - Yang SongGenerative Modeling by Estimating Gradients of the Data Distribution. This blog post focuses on a promising new direction for generative modeling. We can learn score functions (gradients of log probability density functions) on a large number of noise-perturbed data distributions, then generate samples with Langevin-type sampling.
- publications | Yang SongYang Song , and Prafulla Dhariwal. In the 12th International Conference on Learning Representations, 2024. Oral Presentation [Top 1.2%] Abstract PDF. Consistency models are a nascent family of generative models that can sample high quality data in one step without the need for adversarial training.
- Yang SongYang Song (宋飏) Leading Strategic Explorations team at OpenAI. Incoming Assistant Professor, Electrical Engineering and Computing + Mathematical Sciences, California Institute of Technology (Caltech). Research: My goal is to build powerful AI models capable of understanding, generating and reasoning with high-dimensional data across diverse ...
- Song Yang - Google Scholar2020. Computational-based mechanistic study and engineering of cytochrome P450 MycG for selective oxidation of 16-membered macrolide antibiotics. S Yang, MD DeMars, JM Grandner, NM Olson, Y Anzai, DH Sherman, ... Journal of the American Chemical Society 142 (42), 17981-17988. , 2020.
- Song Yang (宋洋) - MyDramaListSong Yang. Name: Song Yang; Native name: 宋洋; Nationality: Chinese; Gender: Male; Born: December 11, 1978; Age: 45
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