2 papers
cs.LG2026
Speed is Confidence
Joshua V. Dillon
Biological neural systems must be fast but are energy-constrained. Evolution's solution: act on the first signal. Winner-take-all circuits and time-to-first-spike coding implicitly…
cs.LG2025
Sample what you cant compress
Vighnesh Birodkar, Gabriel Barcik, James Lyon +3
For learned image representations, basic autoencoders often produce blurry results. Reconstruction quality can be improved by incorporating additional penalties such as adversarial…