2019
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Yang Song (宋飏) Leading Strategic Explorations team at OpenAI. Incoming Assistant Professor, Electrical Engineering and Computing + Mathematical Sciences, California Institute of Technology (Caltech).
Given this dataset, the goal of generative modeling is to fit a model to the data distribution such that we can synthesize new data points at will by sampling from the distribution. In order to build such a generative model, we first need a way to represent a probability distribution.
Professional Services. Organizer: NeurIPS 2022 Workshop on Score-Based Methods. Area Chair: CVPR (2023), NeurIPS (2023). Journal Reviewer: JRSS-B, JMLR, TMLR, IEEE TPAMI, ACM TKDD, Medical Image Analysis, IEEE TIFS, IEEE TNNLS, IEEE TDSC, IET CV.
Yang Song. Other names. OpenAI. Verified email at openai.com - Homepage. Machine Learning. Articles 1–20. OpenAI - Cited by 16,679 - Machine Learning.
Yang Song. J Huang, V Rathod, C Sun, M Zhu, A Korattikara, A Fathi, I Fischer, ... Proceedings of the IEEE conference on computer vision and pattern …. Proceedings of the IEEE/CVF conference on computer vision and pattern …. G Van Horn, O Mac Aodha, Y Song, Y Cui, C Sun, A Shepard, H Adam, ...
2022. Articles 1–20. Google Research - Machine Intelligence - Cited by 14,534 - Information Retrieval - Machine Learning - Recommender Systems - Deep Learning - Search Engines.
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral) - yang-song/score_sde
