Principles and Trends in Mathematical Imaging ResearchInsightsCommentarySIAM Newssiam.org FeedsImaging Science Effectively coping with different imaging applications requires tools from diverse fields of mathematics.
Obituary: Stanley C. Eisenstat SIAM News Stanley C. Eisenstat, an internationally renowned computational mathematician, passed away on December 17, 2020.
Plug-and-Play: A General Approach for the Fusion of Sensor and Machine Learning Models ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisImaging Science Plug-and-play is a framework that incorporates modern black-box operators into regularized inversion problems.
A Denoiser Can Do Much More than Just Clean Noise ResearchInsightsCommentarySIAM Newssiam.org FeedsImaging Science Researchers are leveraging denoising algorithms to solve other, far more challenging inverse problems.
Optimal Transport for Generative Neural Networks ResearchInsightsCommentarySIAM Newssiam.org FeedsImaging ScienceOptimization The theory of optimal transport can solve problems in the unsupervised generation of text, images, and videos.