MetaFormer Baselines for Vision (TPAMI 2024)
☆495Jun 1, 2024Updated last year
Alternatives and similar repositories for metaformer
Users that are interested in metaformer are comparing it to the libraries listed below
Sorting:
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,367Jun 1, 2024Updated last year
- Code release for ConvNeXt V2 model☆1,975Aug 14, 2024Updated last year
- ☆188Jan 2, 2025Updated last year
- ☆72Mar 10, 2025Updated 11 months ago
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models☆807Jun 8, 2025Updated 8 months ago
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]☆1,109Aug 13, 2023Updated 2 years ago
- iFormer: Inception Transformer☆248Jan 14, 2023Updated 3 years ago
- Official implementation of PVT series☆1,887Oct 27, 2022Updated 3 years ago
- [ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers…☆284Jul 5, 2023Updated 2 years ago
- [ECCV 2022] AMixer: Adaptive Weight Mixing for Self-attention Free Vision Transformers☆29Nov 14, 2022Updated 3 years ago
- InceptionNeXt: When Inception Meets ConvNeXt (CVPR 2024)☆344Dec 2, 2024Updated last year
- A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “C…☆244Apr 24, 2022Updated 3 years ago
- Code release for ConvNeXt model☆6,300Jan 8, 2023Updated 3 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆940Apr 24, 2024Updated last year
- ☆817Jul 30, 2022Updated 3 years ago
- ☆203Jul 25, 2024Updated last year
- [CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions☆2,793Mar 25, 2025Updated 11 months ago
- [CVPR2023] This is an official implementation of paper "DETRs with Hybrid Matching".☆14Sep 1, 2022Updated 3 years ago
- Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022☆1,175May 15, 2024Updated last year
- Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"☆245Dec 3, 2022Updated 3 years ago
- Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)☆193Jan 11, 2023Updated 3 years ago
- [ICLR2022] official implementation of UniFormer☆896Mar 29, 2024Updated last year
- Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)☆869Nov 22, 2022Updated 3 years ago
- [ICLR'22 Oral] Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"☆291Apr 25, 2022Updated 3 years ago
- Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.☆4,385Mar 15, 2025Updated 11 months ago
- This is a collection of our NAS and Vision Transformer work.☆1,823Jul 25, 2024Updated last year
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆659Oct 15, 2025Updated 4 months ago
- MixMIM: Mixed and Masked Image Modeling for Efficient Visual Representation Learning☆146Jul 2, 2023Updated 2 years ago
- [ECCV 2022]Code for paper "DaViT: Dual Attention Vision Transformer"☆374Feb 13, 2024Updated 2 years ago
- ConvMAE: Masked Convolution Meets Masked Autoencoders☆524Mar 14, 2023Updated 2 years ago
- [NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions☆346Dec 30, 2025Updated 2 months ago
- [ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision".☆127Oct 15, 2022Updated 3 years ago
- [NeurIPS 2022] Official code for "Focal Modulation Networks"☆751Nov 7, 2023Updated 2 years ago
- Official PyTorch implementation of Fully Attentional Networks☆482Mar 31, 2023Updated 2 years ago
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆357Dec 14, 2022Updated 3 years ago
- [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention☆906Jul 22, 2025Updated 7 months ago
- [ICCV 2023] You Only Look at One Partial Sequence☆343Oct 21, 2023Updated 2 years ago
- TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral☆338Apr 13, 2025Updated 10 months ago
- [ICCV 2023] Official PyTorch implementation of "Rethinking Mobile Block for Efficient Attention-based Models"☆254Oct 24, 2023Updated 2 years ago