PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology Paper • 2401.16355 • Published Jan 29, 2024 • 3
Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models Paper • 2601.06843 • Published Jan 11
HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit Paper • 2602.23699 • Published 9 days ago • 1
UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking Paper • 2602.23734 • Published 9 days ago • 1
ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention Paper • 2602.07574 • Published 29 days ago • 1
Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models Paper • 2603.02872 • Published 5 days ago