sail-sg / metaformerLinks
MetaFormer Baselines for Vision (TPAMI 2024)
☆491Updated last year
Alternatives and similar repositories for metaformer
Users that are interested in metaformer are comparing it to the libraries listed below
Sorting:
- [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"☆368Updated last year
- Official Code of Paper "Reversible Column Networks" "RevColv2"☆264Updated 2 years ago
- [ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers…☆279Updated 2 years ago
- [ICCV'23] Official repository of paper SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applicatio…☆294Updated 3 months ago
- Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Atte…☆903Updated last year
- ConvMAE: Masked Convolution Meets Masked Autoencoders☆516Updated 2 years ago
- [ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmen…☆487Updated 2 years ago
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]☆1,081Updated 2 years ago
- [NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions☆342Updated last year
- Code Release for MViTv2 on Image Recognition.☆440Updated 10 months ago
- This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.☆583Updated 2 years ago
- iFormer: Inception Transformer☆246Updated 2 years ago
- [NeurIPS 2022] Official code for "Focal Modulation Networks"☆741Updated last year
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆930Updated last year
- Official MegEngine implementation of RepLKNet☆280Updated 3 years ago
- CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped, CVPR 2022☆584Updated last year
- [ICLR 2023 & IJCV 2025] SeaFormer: Squeeze-enhanced Axial Transformer☆341Updated 8 months ago
- Official repository of Slide-Transformer (CVPR2023)☆170Updated last year
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"☆289Updated last year
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,355Updated last year
- InceptionNeXt: When Inception Meets ConvNeXt (CVPR 2024)☆322Updated 10 months ago
- [CADL'22, ECCVW] Official repository of paper titled "EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Ap…☆395Updated 2 years ago
- A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “C…☆240Updated 3 years ago
- Code and models for mobile-former☆130Updated 3 years ago
- Official repository of FLatten Transformer (ICCV2023)☆442Updated 11 months ago
- [ICML 2023] Official PyTorch implementation of Global Context Vision Transformers☆440Updated last year
- [NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification☆630Updated 2 years ago
- [ICLR2022] official implementation of UniFormer☆882Updated last year
- PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" (CVPR 2022)☆202Updated 3 years ago
- [NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification☆489Updated 2 years ago