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.
☆20May 3, 2024Updated last year
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:
- Code for Deep Quaternion Networks☆57Dec 21, 2019Updated 6 years ago
- QUATERNION ORTHOGONAL TRANSFORMER FOR FACIAL EXPRESSION RECOGNITION IN THE WILD☆16Apr 14, 2023Updated 3 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 2 years ago
- ☆14Aug 7, 2020Updated 5 years ago
- Matlab code for "Logarithmic Norm Regularized Low-Rank Factorization for Matrix and Tensor Completion".☆14Mar 11, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Any-Stereo: Arbitrary Scale Disparity Estimation for Iterative Stereo Matching☆17Mar 22, 2025Updated last year
- Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting☆31May 12, 2023Updated 2 years ago
- ☆11Oct 9, 2024Updated last year
- A Range-Null Space Decomposition Approach for Fast and Flexible Spectral Compressive Imaging☆11May 18, 2023Updated 2 years ago
- ☆10Mar 21, 2022Updated 4 years ago
- ☆37Sep 23, 2023Updated 2 years ago
- Deep Non-line-of-sight Imaging from Under-scanning Measurements (NeurIPS 2023)☆14Apr 10, 2024Updated 2 years ago
- U-Net for biomedical image segmentation☆12Jul 17, 2021Updated 4 years ago
- Non-Convex Tensor Low-Rank Approximation for Infrared Small Target Detection☆29Nov 7, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Saliency Toolbox☆18Sep 17, 2023Updated 2 years ago
- Ready-to-use High-throughput Counting and Measuring plant leaf Stomatal and guard cells☆14Jan 25, 2026Updated 2 months ago
- This is official Pytorch implementation of SPGFusion☆20Sep 2, 2025Updated 7 months ago
- Convolutional Approximations to the General Non-Line-of-Sight Imaging Operator☆12Oct 27, 2019Updated 6 years ago
- A repository containing Multiple Visual Tasks datasets for Dairy Goat.☆11Mar 5, 2025Updated last year
- ☆16Jun 3, 2023Updated 2 years ago
- (CVPR24) Riemannian Multinomial Logistics Regression for SPD Neural Networks☆15Feb 5, 2025Updated last year
- ☆15Mar 27, 2024Updated 2 years ago
- PyTorch code for CVPR2021 paper "Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging"☆57Feb 27, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation☆13Oct 1, 2022Updated 3 years ago
- 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☆15Apr 10, 2022Updated 4 years ago
- ☆30Sep 2, 2024Updated last year
- We constructed a marine ship semantic segmentation dataset named SeaShipsSeg, which consists of 1200 manually finely labeled ship images …☆16Jul 18, 2024Updated last year
- A simple approach to enable dense segmentation with ViT.☆15Oct 26, 2021Updated 4 years ago
- Source code for the experiments of Trainable Fractional Fourier Transform paper submitted to IEEE Signal Processing Letters.☆21Jun 27, 2024Updated last year
- GAP-net for Snapshot Compressive Imaging☆18Jan 26, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Surface optimization through inverse rendering for non-line-of-sight reconstruction.☆21Jul 2, 2024Updated last year
- AMS-Net: Adaptive Multi-Scale Network for Image Compressive Sensing☆17Dec 28, 2022Updated 3 years ago
- Vision Mamba Distillation for Low-resolution Fine-grained Image Classification☆12Aug 3, 2024Updated last year
- [ICASSP 2021] code for Plug-and-play Deep Image Prior☆18Oct 21, 2020Updated 5 years ago
- ☆13Jun 13, 2023Updated 2 years ago
- ☆13Apr 27, 2023Updated 2 years ago
- Flex-DLD: Deep Low-rank Decomposition Model with Flexible Priors for Hyperspectral Image Denoising and Restoration☆15Jan 8, 2024Updated 2 years ago