IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization Paper • 2411.06208 • Published Nov 9 • 19
SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning Paper • 2411.10161 • Published Nov 15 • 8
VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models Paper • 2412.01822 • Published 23 days ago • 14
VisionArena: 230K Real World User-VLM Conversations with Preference Labels Paper • 2412.08687 • Published 14 days ago • 13
CompCap: Improving Multimodal Large Language Models with Composite Captions Paper • 2412.05243 • Published 19 days ago • 18
Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration Paper • 2411.17686 • Published 29 days ago • 18
VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models Paper • 2411.17451 • Published 29 days ago • 10