david-knigge / ccnnLinks
Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs/2301.10540.
☆184Updated 2 months ago
Alternatives and similar repositories for ccnn
Users that are interested in ccnn are comparing it to the libraries listed below
Sorting:
- Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.ne…☆116Updated 2 years ago
- Recent Advances in MLP-based Models (MLP is all you need!)☆115Updated 2 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆218Updated 4 years ago
- ☆200Updated 11 months ago
- Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, Co…☆169Updated 3 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
- [ICLR 2023] "Dilated convolution with learnable spacings" Ismail Khalfaoui Hassani, Thomas Pellegrini and Timothée Masquelier☆68Updated last year
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆501Updated last year
- An implementation of the efficient attention module.☆319Updated 4 years ago
- A simple cross attention that updates both the source and target in one step☆172Updated last year
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- Differentiable fast wavelet transforms in PyTorch with GPU support.☆369Updated 2 months ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆305Updated 3 years ago
- Implementation of ResMLP, an all MLP solution to image classification, in Pytorch☆198Updated 2 years ago
- [ICLR 2022] "Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice" by Peihao Wang, Wen…☆80Updated last year
- Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding☆51Updated 9 months ago
- A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks☆95Updated 4 years ago
- Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms☆259Updated 4 years ago
- Transformers w/o Attention, based fully on MLPs☆93Updated last year
- Simple MAE (masked autoencoders) with pytorch and pytorch-lightning.☆43Updated last year
- PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) …☆105Updated 3 years ago
- Pytorch cyclic cosine decay learning rate scheduler☆49Updated 4 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated last year
- A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance P…☆78Updated last year
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆129Updated 7 months ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆135Updated 3 months ago
- Batch Renormalization in Pytorch☆45Updated 2 years ago
- Implementation of Uformer, Attention-based Unet, in Pytorch☆95Updated 3 years ago
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆282Updated last year
- ☆67Updated 3 years ago