Mutian Xu

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upvoted an article 10 days ago

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Article

NEO-unify: Building Native Multimodal Unified Models End to End

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Mar 5

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127

upvoted a paper 16 days ago

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published 18 days ago • 233

upvoted 6 papers about 1 month ago

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

VLANeXt: Recipes for Building Strong VLA Models

Paper • 2602.18532 • Published Feb 20 • 52

Kinema4D: Kinematic 4D World Modeling for Spatiotemporal Embodied Simulation

Paper • 2603.16669 • Published Mar 17 • 70

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 370

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Paper • 2603.15612 • Published Mar 16 • 152

upvoted a paper 2 months ago

Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition

Paper • 2602.08439 • Published Feb 9 • 28

upvoted a paper 3 months ago

DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation

Paper • 2601.22153 • Published Jan 29 • 74

upvoted a paper 4 months ago

The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding

Paper • 2512.19693 • Published Dec 22, 2025 • 67

upvoted a paper 5 months ago

LoFA: Learning to Predict Personalized Priors for Fast Adaptation of Visual Generative Models

Paper • 2512.08785 • Published Dec 9, 2025 • 1

upvoted a paper 9 months ago

Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion

Paper • 2507.23483 • Published Jul 31, 2025 • 1