locuslab / convmixerLinks
Implementation of ConvMixer for "Patches Are All You Need? π€·"
β1,077Updated 3 years ago
Alternatives and similar repositories for convmixer
Users that are interested in convmixer are comparing it to the libraries listed below
Sorting:
- Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)β537Updated last year
- An All-MLP solution for Vision, from Google AIβ1,050Updated 4 months ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"β818Updated 3 years ago
- Code for the Convolutional Vision Transformer (ConViT)β470Updated 4 years ago
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)β1,354Updated last year
- This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.β585Updated 2 years ago
- A PyTorch implementation of "CoAtNet: Marrying Convolution and Attention for All Data Sizes"β393Updated 4 years ago
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022β1,156Updated last year
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmenβ¦β487Updated 2 years ago
- [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"β558Updated 3 years ago
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".β664Updated 4 years ago
- ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNetβ1,188Updated 2 years ago
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".β1,004Updated 3 years ago
- Self-supervised vIsion Transformer (SiT)β337Updated 2 years ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.β1,212Updated 4 years ago
- Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)β461Updated 3 years ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorcβ¦β309Updated 3 years ago
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Modelsβ802Updated 5 months ago
- EsViT: Efficient self-supervised Vision Transformersβ411Updated 2 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)β483Updated 4 years ago
- Learning Rate Warmup in PyTorchβ413Updated 4 months ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566β1,216Updated 2 years ago
- Implementation of Axial attention - attending to multi-dimensional data efficientlyβ388Updated 4 years ago
- Official code Cross-Covariance Image Transformer (XCiT)β674Updated 4 years ago
- β607Updated 2 months ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057β1,306Updated 3 years ago
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.β439Updated last year
- [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classificationβ489Updated 2 years ago
- Official PyTorch implementation of Fully Attentional Networksβ480Updated 2 years ago
- [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"β369Updated last year