v0lta / PyTorch-Wavelet-ToolboxLinks
Differentiable fast wavelet transforms in PyTorch with GPU support.
☆381Updated this week
Alternatives and similar repositories for PyTorch-Wavelet-Toolbox
Users that are interested in PyTorch-Wavelet-Toolbox are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet☆1,117Updated 2 years ago
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆505Updated last year
- Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…☆183Updated 4 months ago
- This is an official pytorch implementation of Fast Fourier Convolution.☆377Updated last year
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆110Updated 5 months ago
- Adaptive wavelet pooling for CNN in PyTorch, AISTATS 2021.☆33Updated 3 years ago
- DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning☆516Updated this week
- Fast Convolutional KAN☆63Updated last year
- A python/pytorch package for invertible neural networks☆65Updated 2 years ago
- Fast implementation of the multi-dimensional fractional Fourier transform in Python☆51Updated 3 years ago
- DCT (discrete cosine transform) functions for pytorch☆624Updated 2 years ago
- Multi-level Wavelet Convolutional Neural Networks☆292Updated 4 years ago
- Implementation of Depthwise Separable Convolution (pytorch)☆82Updated 5 years ago
- 1D interpolation for pytorch☆173Updated last year
- Discrete wavelet transform (DWT) vis lifting in PyTorch☆17Updated last year
- Adaptive, interpretable wavelets across domains (NeurIPS 2021)☆81Updated 3 years ago
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆287Updated last year
- It contains the code for the paper Deep Adaptive Wavelet Network☆73Updated 3 years ago
- Pytorch implementation and comparison of Fourier Feature Networks and Sinusoidal Representation Networks☆12Updated 5 years ago
- A simple PyTorch implementation of conditional denoising diffusion probabilistic models (DDPM) on MNIST, Fashion-MNIST, and Sprite datase…☆75Updated last year
- KAE : KAN-based AutoEncoder (AE, VAE, VQ-VAE, RVQ, etc.)☆36Updated last year
- Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)☆424Updated last year
- This repository implements time series diffusion in the frequency domain.☆51Updated 6 months ago
- Implementation of various DDPM papers to understand how they work☆88Updated 5 months ago
- Adaptive FNO transformer - official Pytorch implementation☆264Updated 2 years ago
- Description： Frequency Augmented Variational Autoencoder for better Image Reconstruction☆41Updated last year
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated 3 months ago
- Official implementation of the paper "Normalization-Equivariant Neural Networks with Application to Image Denoising" (NeurIPS'23)☆13Updated 2 months ago
- PyTorch implementation of normalizing flow models☆877Updated last year
- the code for WaveCNet☆131Updated last year