[NeurIPS 2024] SCube: Instant Large-Scale Scene Reconstruction using VoxSplats

[CVPR 2025 - Spotlight] Official PyTorch implementation of MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views

Official code for NeurIPS 2024 paper LRM-Zero: Training Large Reconstruction Models with Synthesized Data

Official implementation of ICLR26 paper "G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior"

[SIGGRAPH'24] A Construct-Optimize Approach to Sparse View Synthesis without Camera Pose

Official implementation of CVPR25 paper "Decompositional Neural Scene Reconstruction with Generative Diffusion Prior"

[NeurIPS 2025] Official implementation of the paper "Quantifying and Alleviating Co-Adaptation in Sparse-View 3D Gaussian Splatting."

[CVPR 2024] Official code release for "UFORecon: Generalizable Sparse-View Surface Reconstruction from Arbitrary and UnFavOrable Sets"

How to Use Diffusion Priors under Sparse Views? (NeurIPS 2024)

[CVPR 2025 Highlight] Real-time Free-view Human Rendering from Sparse-view RGB Videos using Double Unprojected Textures

[ECCV 2024] MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering

[MICCAI 2025 Spotlight] Cross-view Generalized Diffusion Model for Sparse-view CT Reconstruction

Denoising-diffusion RGBD patch prior for regularizing radiance fields — fork of nianticlabs/diffusionerf, used as the diffusion regularizer for few-shot 3DGS.

Few-shot 3D Gaussian Splatting for sparse-view (DTU) reconstruction, using an RGBD patch-diffusion prior (DiffusioNeRF) and PatchmatchNet MVS initialization.

Few-image sparse-view architectural 3D reconstruction into clean solid models

Sparse-view indoor 3D reconstruction with MV-DUSt3R+, ablation studies, and supervised reliability extensions.