ArXiv TLDR

Insung Kong

2 papers · Latest:

Machine Learning

A Composite Activation Function for Learning Stable Binary Representations

Introduces HTAF, a smooth composite activation function enabling stable gradient-based training of neural networks with binary representations.

2605.11558
Machine Learning

Hyper Input Convex Neural Networks for Shape Constrained Learning and Optimal Transport

Introducing HyCNNs, a novel neural network architecture for learning convex functions, combining Maxout and ICNNs for better efficiency and performance.

2604.26942

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