Backdoor Cleaning without External Guidance in MLLM Fine-tuning Paper • 2505.16916 • Published May 22 • 16
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning Paper • 2505.11049 • Published May 16 • 61
ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers Paper • 2504.00502 • Published Apr 1 • 25
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation Paper • 2503.19622 • Published Mar 25 • 31
A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations Paper • 2502.14881 • Published Feb 14 • 1
VLM^2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues Paper • 2502.12084 • Published Feb 17 • 31
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency Paper • 2502.09621 • Published Feb 13 • 28