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Research 2 months ago

Discriminator-Guided RL Sharply Improves Flow-Matching Diffusion Model Quality Without Human Preference Labels

Researchers from Meta AI and collaborators have proposed Discriminator-Guided RL (DRL), a method to correct a structural flaw they identify in flow- and score-matching diffusion...

arxiv.org · #multimodal-vlm-architecture #fine-tuning-and-adaptation #aesthetic-ai-infrastructure
Research 2 months ago

AI2 Releases MolmoMotion, a Language-Guided 3D Motion Forecasting Model

The Allen Institute for AI (AI2) has released MolmoMotion, a model that predicts future 3D point trajectories for objects in video given a frame, a set of query points, and a na...

Hugging Face Blog · #world-models #multimodal-vlm-architecture #character-animation
Research 2 months ago

Researchers Propose 5D Spatio-Directional Hash Encoding to Improve Neural Rendering

A new research paper from Philippe Weier, Lukas Bode, Philipp Slusallek, Adrián Jarabo, and Sébastien Speierer introduces a compact five-dimensional neural encoding designed to ...

arxiv.org · #vfx-industry #virtual-production #world-models
Research 2 months ago

Adobe Research's Object-WIPER Removes Objects and Their Visual Traces from Video Without Retraining

Object-WIPER, a training-free research method from Adobe Research and UT Dallas accepted to CVPR 2026, goes beyond simple mask-and-fill object removal by also erasing associated...

research.adobe.com · #post-production-workflows #vfx-industry #multimodal-vlm-architecture
Research 2 months ago

SliderEdit Gives Fine-Grained, Continuous Control Over Instruction-Based Image Editing

Researchers from the University of Maryland and Adobe have introduced SliderEdit, a framework that adds continuous, per-instruction intensity control to existing instruction-bas...

A · #fine-tuning-and-adaptation #multimodal-vlm-architecture #post-production-workflows
Research 2 months ago

GenWildSplat Reconstructs 3D Scenes from Sparse, Unconstrained Images in Under 3 Seconds

Researchers from UIUC, UMD, and collaborating institutions have introduced GenWildSplat, a feed-forward method for reconstructing 3D scenes from as few as two unconstrained, unp...

G · #3d-asset-generation #virtual-production #volumetric-capture
Research 2 months ago

MoVerse Generates Navigable 3D Worlds from a Single Image at 8 FPS

Researchers from Youku Moku-Lab and HUJING Digital Media & Entertainment Group have published MoVerse, a three-stage pipeline that converts a single narrow-field-of-view photogr...

O · #world-models #real-time-video-generation #3d-asset-generation
Research 2 months ago

NASGabor Offers 5× Memory Savings Over Spherical Harmonics in Novel View Synthesis

Researchers from EPFL and Università della Svizzera italiana have introduced NASGabor (Normalized Anisotropic Spherical Gabor), a new spherical kernel function designed to repla...

arcanous98.github.io · #3d-asset-generation #vfx-industry #virtual-production
Research 2 months ago

Claude Fable 5 Autonomously Builds LAAS, a Procedural 4×4 km 3D Open World in the Browser

Anthropic's Claude Fable 5 model was tasked with building LAAS — a fully procedural 4×4 km open world running in the browser via three.js WebGPURenderer and raw WGSL compute. Th...

github.com · #world-models #3d-asset-generation #game-development
Research 2 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

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