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ENTITY Leyla Roksan Caglar

Leyla Roksan Caglar

PulseAugur coverage of Leyla Roksan Caglar — every cluster mentioning Leyla Roksan Caglar across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_143840 ·

    Rate-Distortion Theory Reveals Distinct Compression Geometries in Human vs. AI Vision

    Researchers have developed a new framework using rate-distortion theory (RDT) to analyze how biological and artificial visual systems compress information. This method characterizes compression strategies by measuring t…

  2. RESEARCH · CL_02089 ·

    Vision models show different error patterns than humans

    A new research paper explores how human and machine vision models make different types of errors, even when achieving similar classification accuracy. By analyzing confusion matrices and employing a Rate-Distortion fram…