[JMLR] Differentiable fast wavelet transforms in PyTorch with GPU support.
☆416Jan 22, 2026Updated 2 months ago
Alternatives and similar repositories for PyTorch-Wavelet-Toolbox
Users that are interested in PyTorch-Wavelet-Toolbox are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet☆1,162Aug 2, 2023Updated 2 years ago
- Differentiable and gpu enabled fast wavelet transforms in JAX.☆48Jul 5, 2024Updated last year
- PyTorch implementation of the paper: 'Neural Network compression via learnable wavelet transforms', International Conference on Artificia…☆26Sep 20, 2021Updated 4 years ago
- PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)☆317Feb 3, 2022Updated 4 years ago
- Wavelet scattering transforms in Python with GPU acceleration☆833Jan 28, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Adaptive, interpretable wavelets across domains (NeurIPS 2021)☆82Jan 30, 2022Updated 4 years ago
- This is the code for WaveletKernelNet.☆143Oct 10, 2024Updated last year
- The open-source code of "CS-SHAP: Extending SHAP to Cyclic-Spectral Domain for Better Interpretability of Intelligent Fault Diagnosis".☆20Jul 12, 2025Updated 8 months ago
- This is the official repository for the code and datasets in the paper "Deepfake Network Architecture Attribution", AAAI 2022.☆55Jul 4, 2023Updated 2 years ago
- PyTorch implementation of 'B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2…☆26Feb 5, 2023Updated 3 years ago
- Modular Optimisation tools for solving inverse problems☆28Jan 22, 2026Updated 2 months ago
- Code tu use learnable wavelet transforms like L-WPT and DeSPaWN methods in pytorch☆33Feb 2, 2023Updated 3 years ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆55Aug 19, 2025Updated 7 months ago
- Fast, Native Non-Uniform Fast Fourier Transform for TensorFlow☆24Sep 22, 2025Updated 6 months 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.
- Audio activity detector based on per-channel energy normalization (PCEN)☆29Nov 16, 2018Updated 7 years ago
- Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of R…☆101Apr 24, 2025Updated 11 months ago
- [CVPRW 2024] Training Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution☆52Jul 3, 2024Updated last year
- Differentiable and accelerated wavelet transform on the sphere with JAX☆25May 27, 2025Updated 10 months ago
- DCT (discrete cosine transform) functions for pytorch☆643Nov 6, 2022Updated 3 years ago
- ☆12Jun 21, 2020Updated 5 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）☆44May 13, 2024Updated last year
- Discrete wavelet transform layers with fixed and trainable wavelets☆22Nov 27, 2022Updated 3 years ago
- It contains the code for the paper Deep Adaptive Wavelet Network☆75Jun 7, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆14Nov 24, 2023Updated 2 years ago
- code for DFAWnet☆38Jun 19, 2023Updated 2 years ago
- Official code for the NeurIPS 2022 paper: "ost: improving generalization of deepfake detection via one-shot test-time training"☆28Feb 3, 2023Updated 3 years ago
- [CVPR2022] Total Variation Optimization Layers for Computer Vision☆47Jul 24, 2023Updated 2 years ago
- [ICCVW2021] An Straight Dilated Network with Wavelet for image Deblurring☆72Oct 17, 2021Updated 4 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- Code for Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization☆31Feb 23, 2026Updated last month
- the code for WaveCNet☆134Dec 6, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Multi-Resolution Neural Networks☆19Mar 5, 2026Updated 3 weeks ago
- ☆36Jun 14, 2023Updated 2 years ago
- ☆28Jun 10, 2025Updated 9 months ago
- Python package for signal processing, with emphasis on iterative methods☆335Dec 27, 2024Updated last year
- Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)☆436Jul 23, 2024Updated last year
- Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…☆32Apr 17, 2023Updated 2 years ago
- Doing non-Cartesian MR Imaging has never been so easy.☆112Mar 10, 2026Updated 2 weeks ago