From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published 6 days ago • 68
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture Paper • 2605.12500 • Published 21 days ago • 191
EVA: Efficient Reinforcement Learning for End-to-End Video Agent Paper • 2603.22918 • Published Mar 24 • 44
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding Paper • 2601.14724 • Published Jan 21 • 75
SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning Paper • 2512.24330 • Published Dec 30, 2025 • 36
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InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue Paper • 2510.13747 • Published Oct 15, 2025 • 33
CVD-STORM: Cross-View Video Diffusion with Spatial-Temporal Reconstruction Model for Autonomous Driving Paper • 2510.07944 • Published Oct 9, 2025 • 25
ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Long Video Understanding Paper • 2508.21496 • Published Aug 29, 2025 • 55
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Paper • 2504.15279 • Published Apr 21, 2025 • 78
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published Apr 14, 2025 • 311
GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers Paper • 2503.19480 • Published Mar 25, 2025 • 16
Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy Paper • 2503.19757 • Published Mar 25, 2025 • 51
MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction Paper • 2502.11663 • Published Feb 17, 2025 • 40