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20232026
most citedImage reconstructions using sparse dictionary representations and implicit, non-negative mappings

1 citations · 1 across the 3 of their papers we have counts for

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cs.LG2024

Sparse -Autoencoders for Scientific Data Compression

Matthias Chung, Rick Archibald, Paul Atzberger +1

Scientific datasets present unique challenges for machine learning-driven compression methods, including more stringent requirements on accuracy and mitigation of potential invalid…