Quaternion Convolutional Neural Networks: A novel approach that extends traditional convolutional neural networks by introducing quaternions, a hypercomplex number system. The proposed method outperforms traditional CNNs on several image classification tasks while maintaining a similar number of parameters.
☆19May 3, 2024Updated 2 years ago
Alternatives and similar repositories for Quaternion-Convolutional-Neural-Networks
Users that are interested in Quaternion-Convolutional-Neural-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Quaternion Convolutional Neural Networks☆33Jan 26, 2019Updated 7 years ago
- This repository is an update to all previous repositories with implementations of various Quaternion-valued Neural Networks in PyTorch☆227Dec 5, 2019Updated 6 years ago
- QUATERNION ORTHOGONAL TRANSFORMER FOR FACIAL EXPRESSION RECOGNITION IN THE WILD☆16Apr 14, 2023Updated 3 years ago
- Matlab and Pytorch code for "Reweighted Low-Rank Factorization with Deep Prior for Image Restoration".☆13Jun 12, 2022Updated 4 years ago
- 3D-Rotation-Equivariant Quaternion Neural Networks☆17Jun 9, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Quaternion Fourier Transform and Convolution for Python☆13Feb 27, 2022Updated 4 years ago
- The released code of IRTNN algorithm, mainly proposed in the paper "Generalized Nonconvex Approach for Low-Tubal-Rank Tensor Recovery" pu…☆11May 6, 2023Updated 3 years ago
- ☆14Aug 7, 2020Updated 5 years ago
- Official PyTorch implementation of A Quaternion-Valued Variational Autoencoder (QVAE).☆32Mar 30, 2022Updated 4 years ago
- Any-Stereo: Arbitrary Scale Disparity Estimation for Iterative Stereo Matching☆18Mar 22, 2025Updated last year
- ☆11Oct 9, 2024Updated last year
- A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging☆11May 18, 2023Updated 3 years ago
- Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting☆32May 12, 2023Updated 3 years ago
- ☆10Mar 21, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆36Sep 23, 2023Updated 2 years ago
- Deep Non-line-of-sight Imaging from Under-scanning Measurements (NeurIPS 2023)☆14Apr 10, 2024Updated 2 years ago
- Hyperspectral Image Denoising with Weighted nonlocal Low-rank Model and Adaptive Total Variation Regularization☆13Jul 23, 2023Updated 2 years ago
- Non-Convex Tensor Low-Rank Approximation for Infrared Small Target Detection☆30Nov 7, 2023Updated 2 years ago
- Ready-to-use High-throughput Counting and Measuring plant leaf Stomatal and guard cells☆14Jan 25, 2026Updated 4 months ago
- This is official Pytorch implementation of SPGFusion☆21Sep 2, 2025Updated 9 months ago
- A repository containing Multiple Visual Tasks datasets for Dairy Goat.☆11Mar 5, 2025Updated last year
- PyTorch code for CVPR2021 paper "Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging"☆57Feb 27, 2023Updated 3 years ago
- DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation☆13Oct 1, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Cross-Modality Attentive Feature Fusion for Object Detection in Multispectral Remote Sensing Imagery☆16Oct 7, 2022Updated 3 years ago
- PyTorch codes for reproducing TIP 2019 paper "HyperReconNet: Joint Coded Aperture Optimization and Image Reconstruction for Compressive H…☆10Apr 13, 2022Updated 4 years ago
- Pytorch code for CVPR 2021 paper: Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction☆16Apr 10, 2022Updated 4 years ago
- ☆12Jan 4, 2024Updated 2 years ago
- ☆17Sep 18, 2024Updated last year
- This is a matlab implementation of our article, titled "DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning", which has …☆14Nov 2, 2022Updated 3 years ago
- (IEEE TIP 2025) AU-Net: Adaptive Unified Network for Joint Multi-modal Image Registration and Fusion☆22Dec 25, 2025Updated 5 months ago
- GAP-net for Snapshot Compressive Imaging☆19Jan 26, 2021Updated 5 years ago
- Surface optimization through inverse rendering for non-line-of-sight reconstruction.☆21Jul 2, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This repository is related to 'Intriguing Properties of Hyperbolic Embeddings in Vision-Language Models', published at TMLR (2024), https…☆21Jul 5, 2024Updated last year
- Official code for 'One-Shot Object Localization in Medical Images based on Relative Position Regression'.☆13Sep 10, 2022Updated 3 years ago
- AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing☆17Dec 28, 2022Updated 3 years ago
- Image super-resolution implementations☆16Sep 27, 2019Updated 6 years ago
- TensorFlow-Implementation of Deep Archetypal Analysis☆12Aug 4, 2021Updated 4 years ago
- Vision Mamba Distillation for Low-resolution Fine-grained Image Classification☆12Aug 3, 2024Updated last year
- ☆17Dec 23, 2022Updated 3 years ago