view article Article NEO-unify: Building Native Multimodal Unified Models End to End 7 days ago • 86
ArtHOI: Articulated Human-Object Interaction Synthesis by 4D Reconstruction from Video Priors Paper • 2603.04338 • Published 8 days ago • 21
UniG2U-Bench: Do Unified Models Advance Multimodal Understanding? Paper • 2603.03241 • Published 9 days ago • 81
UniT: Unified Multimodal Chain-of-Thought Test-time Scaling Paper • 2602.12279 • Published 28 days ago • 20
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence Paper • 2602.08683 • Published Feb 9 • 50
NEO1_0 Collection From Pixels to Words -- Towards Native Vision-Language Primitives at Scale • 7 items • Updated Jan 27 • 9
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding Paper • 2512.19693 • Published Dec 22, 2025 • 66
Next-Embedding Prediction Makes Strong Vision Learners Paper • 2512.16922 • Published Dec 18, 2025 • 87
Fast and Accurate Causal Parallel Decoding using Jacobi Forcing Paper • 2512.14681 • Published Dec 16, 2025 • 42
LongVie 2: Multimodal Controllable Ultra-Long Video World Model Paper • 2512.13604 • Published Dec 15, 2025 • 74
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper • 2511.20785 • Published Nov 25, 2025 • 187
CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning Paper • 2511.18659 • Published Nov 24, 2025 • 24
MDGA Collection Make Diffusion Great Again. The resource list for Super Data Learners, Quokka, and OpenMoE 2. • 7 items • Updated 11 days ago • 8
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 93
Scaling Spatial Intelligence with Multimodal Foundation Models Paper • 2511.13719 • Published Nov 17, 2025 • 47
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published Aug 25, 2025 • 214
SenseNova-SI Collection Scaling Spatial Intelligence with Multimodal Foundation Models • 10 items • Updated Jan 11 • 16