2 papers
cs.LG2026
Streaming Structured Inference with Flash-SemiCRF
Benjamin K. Johnson, Thomas Goralski, Ayush Semwal +2
Semi-Markov Conditional Random Fields (semi-CRFs) assign labels to segments of a sequence rather than to individual positions, enabling exact inference over segment-level features…
cs.CV2026
Enhancing Continual Learning of Vision-Language Models via Dynamic Prefix Weighting
Hyeonseo Jang, Hyuk Kwon, Kibok Lee
We investigate recently introduced domain-class incremental learning scenarios for vision-language models (VLMs). Recent works address this challenge using parameter-efficient meth…