2 papers
cs.CV2026
Index-Preserving Lightweight Token Pruning for Efficient Document Understanding in Vision-Language Models
Jaemin Son, Sujin Choi, Inyong Yun
Recent progress in vision-language models (VLMs) has led to impressive results in document understanding tasks, but their high computational demands remain a challenge. To mitigate…
cs.CL2024
Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model
Seonhee Cho, Choonghan Kim, Jiho Lee +3
Recent advancements in Large Multimodal Models (LMMs) have attracted interest in their generalization capability with only a few samples in the prompt. This progress is particularl…