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.
Deep Learning in Scientific Computing: Understanding the Instability Mystery ResearchInsightsCommentarySIAM Newssiam.org FeedsComputational Science & Numerical AnalysisImaging Science Inverse problems help to explain why deep learning implementations sometimes become unstable.
A Deeper Way to Practice Deep Learning Get InvolvedConferencesResearchInsightsCommentarySIAM Newssiam.org FeedsImaging Science The 2020 SIAM Conference on Imaging Science offered snapshots of deep learning’s impact across imaging domains.
Exploring Symmetry in Chaos Happening NowPrograms and PublicationsSIAM Newssiam.org FeedsDynamical Systems, Nonlinear WavesImaging Science "Symmetry in Chaos" illustrates the interactions between classical symmetry and chaotic dynamical systems.