The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering Paper • 2502.03628 • Published Feb 5, 2025 • 12
TroL: Traversal of Layers for Large Language and Vision Models Paper • 2406.12246 • Published Jun 18, 2024 • 35
VoCo-LLaMA: Towards Vision Compression with Large Language Models Paper • 2406.12275 • Published Jun 18, 2024 • 31
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI Paper • 2406.12753 • Published Jun 18, 2024 • 16
Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning Paper • 2406.12742 • Published Jun 18, 2024 • 15
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations Paper • 2406.11801 • Published Jun 17, 2024 • 16
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models Paper • 2406.11230 • Published Jun 17, 2024 • 33
Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models Paper • 2406.12649 • Published Jun 18, 2024 • 16