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cs.LG2026
Effective Model Pruning: Measure The Redundancy of Model Components
Yixuan Wang, Dan P. Guralnik, Saiedeh Akbari +1
This article initiates the study of a basic question about model pruning. Given a vector of importance scores assigned to model components, how many of the scored components co…
cs.LG2026
Energy Generative Modeling: A Lyapunov-based Energy Matching Perspective
Yixuan Wang, Wenqian Xue, Warren E. Dixon
Generative models based on static scalar energy functions represent an emerging paradigm in which a single time independent potential drives sample generation through its gradient…