2 papers
cs.LG2025
Progressive Weight Loading: Accelerating Initial Inference and Gradually Boosting Performance on Resource-Constrained Environments
Hyunwoo Kim, Junha Lee, Mincheol Choi +2
Deep learning models have become increasingly large and complex, resulting in higher memory consumption and computational demands. Consequently, model loading times and initial inf…
cs.CL2025
Machine-Facing English: Defining a Hybrid Register Shaped by Human-AI Discourse
Hyunwoo Kim, Hanau Yi
Machine-Facing English (MFE) is an emergent register shaped by the adaptation of everyday language to the expanding presence of AI interlocutors. Drawing on register theory (Hallid…