v0lta / PyTorch-Wavelet-ToolboxLinks
Differentiable fast wavelet transforms in PyTorch with GPU support.
☆378Updated last month
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:
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆502Updated 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 3 months ago
- This is an official pytorch implementation of Fast Fourier Convolution.☆378Updated last year
- DCT (discrete cosine transform) functions for pytorch☆619Updated 2 years ago
- Fast implementation of the multi-dimensional fractional Fourier transform in Python☆51Updated 3 years ago
- Adaptive wavelet pooling for CNN in PyTorch, AISTATS 2021.☆33Updated 3 years ago
- Fast Convolutional KAN☆62Updated last year
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆106Updated 5 months ago
- Implementation of Depthwise Separable Convolution (pytorch)☆82Updated 5 years ago
- DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning☆498Updated this week
- PyTorch implementation of the wavelet analysis from Torrence & Compo (1998)☆317Updated 3 years ago
- A python/pytorch package for invertible neural networks☆64Updated 2 years ago
- Adaptive, interpretable wavelets across domains (NeurIPS 2021)☆81Updated 3 years ago
- Multi-level Wavelet Convolutional Neural Networks☆290Updated 4 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 2 months ago
- A fully invertible U-Net for memory efficiency in Pytorch.☆128Updated 3 years ago
- 1D interpolation for pytorch☆172Updated last year
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆284Updated last year
- Pytorch implementation and comparison of Fourier Feature Networks and Sinusoidal Representation Networks☆12Updated 5 years ago
- Official PyTorch implementation for the paper "CARD: Classification and Regression Diffusion Models"☆230Updated 2 years ago
- A simple PyTorch implementation of conditional denoising diffusion probabilistic models (DDPM) on MNIST, Fashion-MNIST, and Sprite datase…☆72Updated last year
- This repository implements time series diffusion in the frequency domain.☆49Updated 5 months ago
- 1D,2D,3D Discrete Wavelet Tansform (DWT) implemented in Pytorch☆36Updated 2 years ago
- [NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository☆643Updated 2 years ago
- PyTorch implementation for Conditional Image Generation with Score-Based Diffusion Models☆78Updated last year
- TensorFlow implementation of descrete wavelets transforms☆52Updated 4 years ago
- Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"☆374Updated 2 years ago
- A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model☆601Updated 8 months ago
- ☆233Updated last year