HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Paper • 2412.18925 • Published 8 days ago • 81
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published 18 days ago • 44
Apollo: An Exploration of Video Understanding in Large Multimodal Models Paper • 2412.10360 • Published 20 days ago • 135
LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations Paper • 2412.08580 • Published 22 days ago • 45
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? Paper • 2412.02611 • Published about 1 month ago • 23
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions Paper • 2412.09596 • Published 21 days ago • 92
AGLA: Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention Paper • 2406.12718 • Published Jun 18, 2024 • 1
MMRel: A Relation Understanding Dataset and Benchmark in the MLLM Era Paper • 2406.09121 • Published Jun 13, 2024 • 1
Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate Paper • 2410.07167 • Published Oct 9, 2024 • 37
Visual Context Window Extension: A New Perspective for Long Video Understanding Paper • 2409.20018 • Published Sep 30, 2024 • 10
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss Paper • 2410.17243 • Published Oct 22, 2024 • 89
Mitigating Object Hallucination via Concentric Causal Attention Paper • 2410.15926 • Published Oct 21, 2024 • 16
The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio Paper • 2410.12787 • Published Oct 16, 2024 • 31