RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response Paper • 2412.14922 • Published Dec 19, 2024 • 87
InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions Paper • 2412.09596 • Published Dec 12, 2024 • 95
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance Paper • 2412.02687 • Published Dec 3, 2024 • 110
VisionZip: Longer is Better but Not Necessary in Vision Language Models Paper • 2412.04467 • Published Dec 5, 2024 • 108
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Paper • 2412.18925 • Published Dec 25, 2024 • 98
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 142
Apollo: An Exploration of Video Understanding in Large Multimodal Models Paper • 2412.10360 • Published Dec 13, 2024 • 143
Byte Latent Transformer: Patches Scale Better Than Tokens Paper • 2412.09871 • Published Dec 13, 2024 • 94
STIV: Scalable Text and Image Conditioned Video Generation Paper • 2412.07730 • Published Dec 10, 2024 • 73
Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability Paper • 2411.19943 • Published Nov 29, 2024 • 59
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey Paper • 2412.18619 • Published Dec 16, 2024 • 56
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition Paper • 2412.09501 • Published Dec 12, 2024 • 46
Bringing Objects to Life: 4D generation from 3D objects Paper • 2412.20422 • Published Dec 29, 2024 • 40
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search Paper • 2412.18319 • Published Dec 24, 2024 • 39
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation Paper • 2412.11919 • Published Dec 16, 2024 • 35