2 papers
cs.LG2026
A Composite Activation Function for Learning Stable Binary Representations
Seokhun Park, Choeun Kim, Kwanho Lee +3
Activation functions play a central role in neural networks by shaping internal representations. Recently, learning binary activation representations has attracted significant atte…
cs.LG2025
Knowledge Distillation of Uncertainty using Deep Latent Factor Model
Sehyun Park, Jongjin Lee, Yunseop Shin +2
Deep ensembles deliver state-of-the-art, reliable uncertainty quantification, but their heavy computational and memory requirements hinder their practical deployments to real appli…