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ENTITY Panagiotis Koromilas

Panagiotis Koromilas

PulseAugur coverage of Panagiotis Koromilas — every cluster mentioning Panagiotis Koromilas across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_51330 ·

    PolySAE enhances AI interpretability by modeling feature interactions

    Researchers have developed PolySAE, a novel method to enhance sparse autoencoders (SAEs) by modeling feature interactions. Unlike traditional SAEs that assume additive feature combinations, PolySAE incorporates higher-o…

  2. TOOL · CL_45002 ·

    New losses achieve Neural Collapse faster in supervised learning

    Researchers have introduced new methods, NTCE and NONL, to improve supervised classification by achieving Neural Collapse (NC) more efficiently. These techniques address limitations in existing paradigms like cross-entr…