kangx326

octfusion

OctFusion: Octree-based Diffusion Models for 3D Shape Generation

OpenLRM

An open-source impl. of Large Reconstruction Models

MeshXL

MeshXL: Neural Coordinate Field for Generative 3D Foundation Models, a 3D fundamental model for mesh generation

Michelangelo

[NeurIPS 2023] Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation

ShapenetRender_more_variation

A new shapenet rendering 2D image dataset that also contains deph map, normal map and albedo map.

ShapeSplat-Gaussian_MAE

Offical implementation of work: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining

mar

PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

generate-watertight-meshes-and-sdf-grids

Generate watertight meshes and sdf grids from degenerate, non-manifold meshes

EXIM

SIGGRAPH Asia 2023 & TOG

LayoutTransformer

Cheng-Fu Yang*, Wan-Cyuan Fan*, Fu-En Yang, Yu-Chiang Frank Wang, "LayoutTransformer: Scene Layout Generation with Conceptual and Spatial Diversity", Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021.

echoscene

[ECCV 2024] EchoScene: Indoor Scene Generation via Information Echo over Scene Graph Diffusion.

awesome-3d-diffusion

A collection of papers on diffusion models for 3D generation.

InstantMesh

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models

DiffuScene

[CVPR 2024] DiffuScene: Denoising Diffusion Models for Generative Indoor Scene Synthesis

commonscenes

[NeurIPS 2023] The repo of CommonScenes, a scene generation method powered by the diffusion model.

SCANnotateDataset

Annotations for the ScanNet dataset generated using scannotate and HOC-Search.

Diffusion-SDF

[CVPR 2023] Diffusion-SDF: Text-to-Shape via Voxelized Diffusion

PatchComplete

This is the official code for "Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories"

AutoSDF

pytorch_coma

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

GALA3D

[ICML 2024] GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting

Towards-Implicit-Text-Guided-Shape-Generation

Towards-Implicit-Text-Guided-3D-Shape-Generation. CVPR 2022

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

stable-dreamfusion

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

SceneVerse

Official implementation of ECCV24 paper "SceneVerse: Scaling 3D Vision-Language Learning for Grounded Scene Understanding"

sdfstudio

A Unified Framework for Surface Reconstruction

SDFusion

PLA

(CVPR 2023) PLA: Language-Driven Open-Vocabulary 3D Scene Understanding & (CVPR2024) RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding