IEEE

Rotation- and Permutation-Equivariant Quantum Graph Neural Network for 3D Graph Data

Abstract: Equivariant quantum graph neural networks (EQGNNs) offer a potentially powerful method to process graph data. However, existing EQGNN models only consider the permutation symmetry of graphs, ...
IEEE

MIRRIFT: Multimodal Image Rotation and Resolution Invariant Feature Transformation

Abstract: Multimodal image-matching success rates (SRs) are often low due to nonlinear radiation differences. Furthermore, when geometric transformations such as rotation and resolution exist between ...
Phys.org

Light-programmed system projects 28-layer 3D images in single shot

Researchers at the UCLA Samueli School of Engineering and CNSI (California NanoSystems Institute), led by Professor Aydogan Ozcan, introduced a snapshot 3D image projection system that integrates a ...
GitHub

ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

This repository contains implementation of the monocular/multi-view 3D object detector ImVoxelNet, introduced in our paper: ...
GitHub

Unofficial Implementation of CAST: Component-Aligned 3D Scene Reconstruction from an RGB Image

This REPO demonstrates an unofficial simplified implementation of SIGGRAPH 2025 Best Paper Nominate CAST: Component-Aligned 3D Scene Reconstruction from an RGB Image. The pipeline is modular and can ...