[Next of OpenAI Sora? — 3 Latest AI Papers] The Future of AI Content: 3D Models, Video Generation, and Beyond

Dive deep into how V3D, VidProM, and SuDe are setting new benchmarks in AI-powered 3D object, scene, and video generation, transforming digital content creation with groundbreaking technologies.

V3D: Video Diffusion Models are Effective 3D Generators

https://arxiv.org/pdf/2403.06738.pdf

This approach focuses on leveraging pre-trained video diffusion models for generating high-fidelity 3D objects and scenes from single or sparse 2D images, significantly speeding up the generation process while maintaining or enhancing detail quality.

Key highlights from the document include:

1. Introduction of V3D: V3D stands out by utilizing video diffusion models for 3D object and scene generation, addressing the challenge of generating detailed objects at speed. It extends video diffusion models to 3D generation by introducing geometrical consistency priors and fine-tuning on 3D datasets.
2. Technological Advancements: The approach encompasses several innovations…