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Research 4 months ago

INSID3: Training-Free In-Context Segmentation Matches SAM Pipelines Using Only Frozen DINOv3

INSID3 is a training-free in-context segmentation method that segments objects, parts, and personalized instances from a single annotated reference image using only frozen DINOv...

mer.vin · #multimodal-vlm-architecture #vfx-industry
Research 4 months ago

ClothTransformer: A Unified Latent-Space Transformer Cuts Cloth Simulation Error by Up to 9×

Researchers have introduced ClothTransformer, a framework that reframes cloth simulation as autoregressive sequence modeling inside a learned latent space. A single Transformer ...

yucrazing.github.io · #world-models #vfx-industry #3d-asset-generation
Research 4 months ago

MilliVid Uses Hierarchical Latents to Maintain Consistency Across 256+ Video Frames

Researchers have introduced MilliVid, a video generation approach that tackles long-range consistency by structuring the latent space hierarchically across multiple resolutions....

davidcharatan.com · #world-models #multimodal-vlm-architecture #real-time-video-generation
Research 4 months ago

UniSHARP: Single-Image Novel View Synthesis Across Perspective, Fisheye, and Panoramic Cameras

Researchers from Insta360 Research, Wuhan University, and collaborating institutions have introduced UniSHARP, a monocular novel view synthesis method capable of handling divers...

I · #3d-asset-generation #vr-filmmaking #volumetric-capture
Research 4 months ago

StreamForce Enables Real-Time Physical Force Control for Streaming Video Generation

StreamForce is a new causal video generation framework that allows users to steer video dynamics in real time through continuous force inputs — both global (scene-wide) and loca...

N · #real-time-video-generation #world-models #multimodal-vlm-architecture
Research 4 months ago

PARSE Framework Introduces Part-Level Spatial Modeling for Physically Consistent 3D Scene Generation

Researchers from ShanghaiTech University and Deemos Technology have introduced PARSE (Part-Aware Relational Spatial Modeling), a framework that addresses a longstanding limitati...

O · #3d-asset-generation #multimodal-vlm-architecture #world-models
Research 4 months ago

SCAIL-2: Tsinghua's Diffusion Framework Animates Characters End-to-End Without Skeleton Intermediates

Researchers at Tsinghua University and Z.ai have released SCAIL-2, a diffusion-based framework for controlled character animation that eliminates reliance on skeleton maps, char...

T · #multimodal-vlm-architecture #fine-tuning-and-adaptation #vfx-industry
Research 4 months ago

Path-Traced Inverse Rendering with Global Illumination in 3D Gaussian Fields

Researchers from multiple institutions have proposed a splatting-free inverse rendering framework for 3D Gaussian fields that grounds both forward rendering and backward optimiz...

arxiv.org · #3d-asset-generation #virtual-production #world-models
Research 4 months ago

Music AI Models Are Amplifying Decades of Industry Bias Against Non-Western Genres

Researchers at Abu Dhabi's Mohamed bin Zayed University of Artificial Intelligence have found that Western genres account for 94% of the training data behind leading generative ...

billboard.com · #ai-bias-and-representation #ai-music-creativity #platform-moderation
Research 4 months ago

AI Agent Chains Two Hugging Face Spaces to Build a 3D Paris Monument Gallery With No Manual Asset Creation

Hugging Face engineer Mishig Davaadorj tasked a coding agent with building an interactive website showcasing Paris monuments as 3D Gaussian splats — without touching an image ge...

Hugging Face Blog · #ai-agent-orchestration #3d-asset-generation #neural-rendering

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