Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

SIGGRAPH23: Unsupervised Learning of Robust Spectral Shape Matching

This repository implements skeleton matching algorithm.

Pytorch code for "DPFM: Deep Partial Functional Maps" - 3DV 2021 (Oral)

Shape Context Matching

CVPR23 (Highlight): Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching

Neurips 2020 paper on weakly supervised deep functional maps for shape matching

A minimalist pytorch implementation of: "Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence"

ECCV22: Unsupervised Deep Multi-Shape Matching

Instanced rendering of massive CAD models using shape matching

A Pytorch implementation of: "Deep Functional Maps: Structured Prediction for Dense Shape Correspondence"

A pytorch implementation of: "Unsupervised Deep Learning for Structured Shape Matching"

🕹 Demos of Games 103 (Physics Simulation) Using Unity

Accompanying code for "An Elastic Basis for Spectral Shape Correspondence"

CVPR24: Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation

a shape match puzzle game for kids

(3DV 2025) CoE: Deep Coupled Embedding for Non-Rigid Point Cloud Correspondences

Evaluation of volume-to-surface non-rigid registration using the PBSM method

Labs of Games103：Physically-based Animation