SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning Paper • 2512.24330 • Published 8 days ago • 31
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale Paper • 2510.14979 • Published Oct 16, 2025 • 66
InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue Paper • 2510.13747 • Published Oct 15, 2025 • 29
CVD-STORM: Cross-View Video Diffusion with Spatial-Temporal Reconstruction Model for Autonomous Driving Paper • 2510.07944 • Published Oct 9, 2025 • 24
TempSamp-R1: Effective Temporal Sampling with Reinforcement Fine-Tuning for Video LLMs Paper • 2509.18056 • Published Sep 22, 2025 • 27
ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Long Video Understanding Paper • 2508.21496 • Published Aug 29, 2025 • 54
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14, 2025 • 306
MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction Paper • 2502.11663 • Published Feb 17, 2025 • 40
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Paper • 2404.16821 • Published Apr 25, 2024 • 58