Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published 7 days ago • 49
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding Paper • 2501.13106 • Published 7 days ago • 74
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding Paper • 2501.12380 • Published 8 days ago • 79
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models Paper • 2501.11873 • Published 9 days ago • 61
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Paper • 2501.00599 • Published 29 days ago • 41
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Paper • 2501.00958 • Published 28 days ago • 99
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss Paper • 2410.17243 • Published Oct 22, 2024 • 89
The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio Paper • 2410.12787 • Published Oct 16, 2024 • 31
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages Paper • 2407.19672 • Published Jul 29, 2024 • 56
view article Article Introducing Idefics2: A Powerful 8B Vision-Language Model for the community Apr 15, 2024 • 171
Audio Dialogues: Dialogues dataset for audio and music understanding Paper • 2404.07616 • Published Apr 11, 2024 • 16
Contrastive Decoding Improves Reasoning in Large Language Models Paper • 2309.09117 • Published Sep 17, 2023 • 37
An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models Paper • 2309.09958 • Published Sep 18, 2023 • 18