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cs.CV2026
Learning Entropy Signature for Image Representation and Classification
Jan Glaser, Ivo Bukovsky, Noriyasu Homma +1
Learning Entropy (LE) has recently been extended to image analysis through Spatial Learning Entropy Maps (SLEMs), which are two-dimensional LE distributions that highlight unusuall…
cs.LG2026
Learning Entropy and Spatial Adaptation Dynamics of Multilayer Perceptrons for Structural Point Extraction
Jan Glaser, Ivo Bukovsky, Marcel Jirina
This paper extends the concept of Learning Entropy (LE) from temporal adaptive systems to spatial learning in multilayer perceptron networks (MLPs) applied to image data. Instead o…