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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.
2NE1 will embark on a world tour
22 Jul - Fans are jumping for joy over news that 2NE1 will be going to meet their fans all around the globe soon. The news was shared by YG Entertainment's Yang Hyun-suk via ...
Cinema Online via Yahoo
21 hours ago
Holding out for a hero? Here are the 50 best, from Deadpool to Han Solo
(Bonus points for Snake having Caitlin Clark skills on the basketball court.) 26. Flash Gordon (Sam J. Jones) It’s right there in the Queen song: He’ll save every one of us ...
USA TODAY via Yahoo
13 hours ago
Sep 4, 2018 · Sliced Score Matching: A Scalable Approach to Density and Score Estimation. An overview for our UAI 2019 paper on Sliced Score Matching. We show how to use random projections to scale up score matching—a classic method to learn unnormalized probabilisic models—to high-dimensional data.
Pixeldefend: Leveraging generative models to understand and defend against adversarial examples. Y Song, T Kim, S Nowozin, S Ermon, N Kushman. International Conference on Learning Representations. , 2018. 898. 2018. Diffusion models: A comprehensive survey of methods and applications.
Articles 1–20. Google Research - Machine Intelligence - Cited by 16,139 - Information Retrieval - Machine Learning - Recommender Systems - Deep Learning - Search Engines.
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, ...
1. 2022. Development and validation of a deep-learning model to predict 10-year atherosclerotic cardiovascular disease risk from retinal images using the UK Biobank and EyePACS 10K datasets. E...