v0lta / PyTorch-Wavelet-ToolboxLinks
Differentiable fast wavelet transforms in PyTorch with GPU support.
☆358Updated 3 weeks 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
Sorting:
- Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet☆1,076Updated 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…☆184Updated 3 weeks ago
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆497Updated last year
- This is an official pytorch implementation of Fast Fourier Convolution.☆371Updated last year
- PyTorch library for solving imaging inverse problems using deep learning☆451Updated this week
- A simple PyTorch implementation of conditional denoising diffusion probabilistic models (DDPM) on MNIST, Fashion-MNIST, and Sprite datase…☆67Updated last year
- DCT (discrete cosine transform) functions for pytorch☆612Updated 2 years ago
- Adaptive wavelet pooling for CNN in PyTorch, AISTATS 2021.☆33Updated 3 years ago
- Fast Convolutional KAN☆59Updated last year
- Multi-level Wavelet Convolutional Neural Networks☆288Updated 3 years ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆99Updated 2 months ago
- Adaptive Gradient Clipping☆133Updated 2 years ago
- [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification☆477Updated last year
- Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"☆366Updated 2 years ago
- Hypercomplex Neural Networks with PyTorch☆53Updated 2 years ago
- This repository implements time series diffusion in the frequency domain.☆47Updated 3 months ago
- The official PyTorch implementation for NCSNv2 (NeurIPS 2020)☆306Updated 3 years ago
- A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model☆590Updated 6 months ago
- Implementation of Depthwise Separable Convolution (pytorch)☆79Updated 5 years ago
- A fully invertible U-Net for memory efficiency in Pytorch.☆126Updated 2 years ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆121Updated 2 years ago
- Description： Frequency Augmented Variational Autoencoder for better Image Reconstruction☆40Updated last year
- Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.ne…☆115Updated 2 years ago
- Implementation of "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains" by Tancik et al.☆93Updated 2 years ago
- [NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository☆636Updated 2 years ago
- It contains the code for the paper Deep Adaptive Wavelet Network☆70Updated 3 years ago
- SUNet: Swin Transformer with UNet for Image Denoising☆236Updated last year
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆282Updated last year
- PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.☆82Updated last year
- xLSTM as Generic Vision Backbone☆478Updated 7 months ago