Panagiotis Koromilas

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…