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cs.LG2023★ 1 cited
Learning Gradually Non-convex Image Priors Using Score Matching
Erich Kobler, Thomas Pock
In this paper, we propose a unified framework of denoising score-based models in the context of graduated non-convex energy minimization. We show that for sufficiently large noise…
cs.LG2014
A Comparison of First-order Algorithms for Machine Learning
Yu Wei, Pock Thomas
Using an optimization algorithm to solve a machine learning problem is one of mainstreams in the field of science. In this work, we demonstrate a comprehensive comparison of some s…