SpatialBench: Is Your Spatial Foundation Model an All-Round Player? Paper • 2605.27367 • Published 3 days ago • 63
Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation Paper • 2605.15141 • Published 15 days ago • 92
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture Paper • 2605.12500 • Published 17 days ago • 190
Relit-LiVE: Relight Video by Jointly Learning Environment Video Paper • 2605.06658 • Published 22 days ago • 15
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published 28 days ago • 84
SenseNova-U1 Collection SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-Unify Architecture • 9 items • Updated about 11 hours ago • 67
Prompt Relay: Inference-Time Temporal Control for Multi-Event Video Generation Paper • 2604.10030 • Published Apr 11 • 15
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding Paper • 2604.05015 • Published Apr 6 • 236
MonoArt: Progressive Structural Reasoning for Monocular Articulated 3D Reconstruction Paper • 2603.19231 • Published Mar 19 • 36
Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer Paper • 2603.19227 • Published Mar 19 • 42
Kinema4D: Kinematic 4D World Modeling for Spatiotemporal Embodied Simulation Paper • 2603.16669 • Published Mar 17 • 70
HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions Paper • 2603.15612 • Published Mar 16 • 153
view article Article NEO-unify: Building Native Multimodal Unified Models End to End sensenova • Mar 5 • 163
ArtHOI: Articulated Human-Object Interaction Synthesis by 4D Reconstruction from Video Priors Paper • 2603.04338 • Published Mar 4 • 24
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence Paper • 2602.08683 • Published Feb 9 • 52
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published Feb 9 • 28
DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation Paper • 2601.22153 • Published Jan 29 • 75
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation Paper • 2512.23705 • Published Dec 29, 2025 • 45
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding Paper • 2512.19693 • Published Dec 22, 2025 • 68