From Pixels to Words -- Towards Native One-Vision Models at Scale Paper • 2605.28820 • Published 5 days ago • 68
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture Paper • 2605.12500 • Published 20 days ago • 191
NEO1_5 Collection From Pixels to Words -- Towards Native One-Vision Models at Scale • 3 items • Updated 4 days ago • 6
view article Article NEO-unify: Building Native Multimodal Unified Models End to End sensenova • Mar 5 • 163
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published Feb 9 • 28
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding Paper • 2512.19693 • Published Dec 22, 2025 • 68
VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness Paper • 2503.21755 • Published Mar 27, 2025 • 33
Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models Paper • 2501.08453 • Published Jan 14, 2025 • 1
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models Paper • 2503.18886 • Published Mar 24, 2025 • 24