Gregory W. Wornell

Contrastive Predictive Coding Done Right for Mutual Information Estimation

EvoScale: Evolutionary Test-Time Scaling for Software Engineering

The Radio-Frequency Transformer for Signal Separation

Score-of-Mixture Training: One-Step Generative Model Training Made Simple via Score Estimation of Mixture Distributions

Revisiting Orbital Minimization Method for Neural Operator Decomposition

A Unified View on Learning Unnormalized Distributions via Noise-Contrastive Estimation

Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search