Deep Learning experiments

[CVPR2024] DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors.

Freeplane InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models and Frequency Modulated Triplane

SPVD⚡: Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models (PyTorch Lightning)

3D Human Generation With Mesh From 2D Images

SPVD: Efficient and Scalable Point Cloud Generation with Sparse Point-Voxel Diffusion Models

Custom rendered 3D environment based on basic java graphical applet library.

YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals

Point Transformer Diffusion is a novel generative model for 3D point cloud generation, which integrates the classical diffusion model and a local self-attention network.

ShapeGPT: 3D Shape Generation with A Unified Multi-modal Language Model, a unified and user-friendly shape-language model

Official Code for 'TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes' (CVPR 2024)

Zero-shot, text-driven appearance manipulation on multiple views of an object to generate 3D renderings.

3D-GAN able to generate small villages (settlements) on Minecraft

The Scene Language: Representing Scenes with Programs, Words, and Embeddings (arXiv preprint)

[ICLR 2024] Official implementation of the paper "Toss: High-quality text-guided novel view synthesis from a single image"

[NeurIPS 2023] VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation

[NeurIPS 2024 Spotlight] Tetrahedron Splatting for 3D Generation

SculptMate is a Blender add-on that generates a 3D mesh from an image within a minute.

An official implementation of FlexiDreamer: Single Image-to-3D Generation with FlexiCubes.

Unofficial Implementation of "Stable Video Diffusion Multi-View"