locuslab / convmixer
Implementation of ConvMixer for "Patches Are All You Need? π€·"
β1,071Updated 2 years ago
Alternatives and similar repositories for convmixer
Users that are interested in convmixer are comparing it to the libraries listed below
Sorting:
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)β1,325Updated 11 months ago
- Code for the Convolutional Vision Transformer (ConViT)β466Updated 3 years ago
- An All-MLP solution for Vision, from Google AIβ1,021Updated 8 months ago
- Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)β526Updated 6 months ago
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022β1,115Updated 11 months ago
- (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"β815Updated 2 years ago
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmenβ¦β472Updated last year
- This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".β975Updated 2 years ago
- ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNetβ1,185Updated last year
- [NeurIPS 2021 Spotlight] Official code for "Focal Self-attention for Local-Global Interactions in Vision Transformers"β555Updated 3 years ago
- This is an official implementation for "Self-Supervised Learning with Swin Transformers".β655Updated 4 years ago
- This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.β575Updated last year
- EsViT: Efficient self-supervised Vision Transformersβ410Updated last year
- [NeurIPS 2022] Official code for "Focal Modulation Networks"β730Updated last year
- [ICML 2023] Official PyTorch implementation of Global Context Vision Transformersβ434Updated last year
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)β484Updated 4 years ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057β1,265Updated 3 years ago
- Official PyTorch implementation of Fully Attentional Networksβ476Updated 2 years ago
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Modelsβ790Updated 10 months ago
- [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classificationβ473Updated last year
- Code release for ConvNeXt V2 modelβ1,725Updated 9 months ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorcβ¦β304Updated 3 years ago
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]β1,043Updated last year
- MetaFormer Baselines for Vision (TPAMI 2024)β459Updated 11 months ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)β908Updated last year
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.β1,207Updated 3 years ago
- Official code Cross-Covariance Image Transformer (XCiT)β671Updated 3 years ago
- ConvMAE: Masked Convolution Meets Masked Autoencodersβ504Updated 2 years ago
- LeViT a Vision Transformer in ConvNet's Clothing for Faster Inferenceβ612Updated 2 years ago
- [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"β354Updated last year