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Research 30 days 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 30 days 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 about 1 month 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 about 1 month 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
Research about 1 month ago

Déjà View: 117M-Parameter Looped Transformer Beats Billion-Parameter 3D Reconstruction Baselines

Déjà View is a new transformer model for multi-view 3D reconstruction that replaces stacked unique layers with a single transformer block applied recurrently at inference time. ...

R · #3d-asset-generation #multimodal-vlm-architecture #vfx-industry
Research about 1 month ago

PaGeR Framework Brings State-of-the-Art 3D Geometry Estimation to Single Panoramic Images

Researchers from ETH Zurich, Google, Meta, and Athlence Sports have introduced PaGeR (Panoramic Geometry Reconstruction), a framework that adapts perspective-image 3D foundation...

P · #3d-asset-generation #vr-filmmaking #volumetric-capture
Research about 1 month ago

Disney Research and ETH Zurich Propose RenderFlow: Single-Step Neural Rendering via Flow Matching

Researchers from Disney Research|Studios and ETH Zurich have introduced RenderFlow, an end-to-end neural rendering framework that replaces conventional physically based renderin...

studios.disneyresearch.com · #real-time-video-generation #virtual-production #vfx-industry
Research about 2 months ago

MUCS: New Method Improves Training Data Attribution for Diffusion Models

Researchers have proposed MUCS (Mirrored Unlearning and Noise-Consistent Skew), a new approach to training data attribution (TDA) for diffusion models, addressing longstanding r...

arxiv.org · #multimodal-vlm-architecture #fine-tuning-and-adaptation #legal-policy
Research about 2 months ago

Stanford's Spectral Progressive Diffusion Delivers Up to 7× Speedup on FLUX.1-dev

Stanford researchers have introduced Spectral Progressive Diffusion, a framework that exploits a known property of diffusion models — that low-frequency content is generated ear...

H · #multimodal-vlm-architecture #real-time-video-generation #post-production-workflows
Research almost 2 years ago

AI Tools vs. Human Analysts: How Script Evaluation Is Changing in Film Development

Script analysis has long been the province of experienced producers, story editors, and development executives who bring emotional intelligence, cultural context, and creative v...

Filmustage Blog · #ai-filmmaking #storyboarding-and-previz #general

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