haofanwang / awesome-mlp-papers
Recent Advances in MLP-based Models (MLP is all you need!)
☆114Updated 2 years ago
Alternatives and similar repositories for awesome-mlp-papers:
Users that are interested in awesome-mlp-papers are comparing it to the libraries listed below
- Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.☆141Updated 3 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆217Updated 3 years ago
- Transformers w/o Attention, based fully on MLPs☆93Updated 11 months ago
- This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application☆84Updated 3 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
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆141Updated 3 months ago
- Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, Co…☆169Updated 2 years ago
- Official repository for "Orthogonal Projection Loss" (ICCV'21)☆120Updated 3 years ago
- Code for paper "Orthogonal Convolutional Neural Networks".☆116Updated 3 years ago
- [NeurIPS 2023] The PyTorch Implementation of Scheduled (Stable) Weight Decay.☆59Updated last year
- MLP-Like Vision Permutator for Visual Recognition (PyTorch)☆191Updated 3 years ago
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆125Updated 3 years ago
- ResMLP: Feedforward networks for image classification with data-efficient training☆42Updated 3 years ago
- ☆190Updated 2 years ago
- (ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Rob…☆78Updated 2 years ago
- Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…☆183Updated 2 years ago
- [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification☆471Updated last year
- ☆27Updated 2 years ago
- PyTorch repository for ICLR 2022 paper (GSAM) which improves generalization (e.g. +3.8% top-1 accuracy on ImageNet with ViT-B/32)☆143Updated 2 years ago
- The implementation of our paper: Towards Robust Vision Transformer (CVPR2022)☆142Updated 2 years ago
- Official codes: Self-Supervised Learning by Estimating Twin Class Distribution☆100Updated 3 years ago
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"☆71Updated 2 years ago
- This repository is an implementation for the loss function proposed in https://arxiv.org/pdf/2110.06848.pdf.☆114Updated 3 years ago
- Implementation of ResMLP, an all MLP solution to image classification, in Pytorch☆197Updated 2 years ago
- (Unofficial) PyTorch implementation of the paper Early Convolutions Help Transformers See Better☆43Updated 3 years ago
- [ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention☆190Updated 2 years ago
- open source the research work for published on arxiv. https://arxiv.org/abs/2106.02689☆51Updated 3 years ago
- ☆139Updated 3 years ago
- Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]☆84Updated 8 months ago