Architecture Decoupling Is Not All You Need For Unified Multimodal Model Paper • 2511.22663 • Published 5 days ago • 27
DocReward: A Document Reward Model for Structuring and Stylizing Paper • 2510.11391 • Published Oct 13 • 27
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19 • 118
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale Paper • 2508.10711 • Published Aug 14 • 143
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling Paper • 2507.07982 • Published Jul 10 • 33
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation Paper • 2506.18095 • Published Jun 22 • 66
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations Paper • 2506.18898 • Published Jun 23 • 33
FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion Paper • 2506.01111 • Published Jun 1 • 30
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Paper • 2412.18925 • Published Dec 25, 2024 • 104
LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer Paper • 2412.13871 • Published Dec 18, 2024 • 18
Multimodal Latent Language Modeling with Next-Token Diffusion Paper • 2412.08635 • Published Dec 11, 2024 • 48
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model Paper • 2411.19108 • Published Nov 28, 2024 • 20
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? Paper • 2412.02611 • Published Dec 3, 2024 • 26
VidEgoThink: Assessing Egocentric Video Understanding Capabilities for Embodied AI Paper • 2410.11623 • Published Oct 15, 2024 • 49
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Paper • 2410.10626 • Published Oct 14, 2024 • 39
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture Paper • 2409.02889 • Published Sep 4, 2024 • 54