hunto / image_classification_sotaLinks
Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.
☆82Updated last year
Alternatives and similar repositories for image_classification_sota
Users that are interested in image_classification_sota are comparing it to the libraries listed below
Sorting:
- PyTorch code and checkpoints release for VanillaKD: https://arxiv.org/abs/2305.15781☆75Updated last year
- Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022☆147Updated 2 years ago
- Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"☆140Updated 2 years ago
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆128Updated last year
- (AAAI 2023 Oral) Pytorch implementation of "CF-ViT: A General Coarse-to-Fine Method for Vision Transformer"☆105Updated 2 years ago
- Official implementation of paper "Masked Distillation with Receptive Tokens", ICLR 2023.☆69Updated 2 years ago
- [ECCV 2022] EdgeViT: Competing Light-weight CNNs on Mobile Devices with Vision Transformers☆108Updated 2 years ago
- Official implementation for paper "DyRep: Bootstrapping Training with Dynamic Re-parameterization", CVPR 2022☆43Updated 3 years ago
- [ECCV-2022] Official implementation of MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition && Pytorch Implementations of…☆108Updated 2 years ago
- [AAAI 2022] This is the official PyTorch implementation of "Less is More: Pay Less Attention in Vision Transformers"☆97Updated 3 years ago
- Official Pytorch implementation of Super Vision Transformer (IJCV)☆43Updated last year
- Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"☆188Updated last year
- CVPR 2022 "Online Convolutional Re-parameterization"☆179Updated 3 years ago
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆176Updated 7 months ago
- ☆57Updated 3 years ago
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆234Updated last year
- Lite Vision Transformer (CVPR 2022)☆144Updated 2 years ago
- Code and models for mobile-former☆125Updated 2 years ago
- A Close Look at Spatial Modeling: From Attention to Convolution☆91Updated 2 years ago
- ☆26Updated last year
- ☆64Updated 3 years ago
- The official implementation of ELSA: Enhanced Local Self-Attention for Vision Transformer☆116Updated last year
- This is code of paper "ScalableViT: Rethinking the Context-oriented Generalization of Vision Transformer"☆26Updated last year
- [CVPR-2022] Official implementation for "Knowledge Distillation with the Reused Teacher Classifier".☆98Updated 3 years ago
- [ICLR'22] This is an official implementation for "AS-MLP: An Axial Shifted MLP Architecture for Vision".☆126Updated 2 years ago
- Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)☆101Updated last year
- [TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.☆113Updated last year
- [ICML 2024] Official PyTorch implementation of "SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-paramete…☆106Updated 10 months ago
- Code for 'Multi-level Logit Distillation' (CVPR2023)☆66Updated 9 months ago
- Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer☆72Updated 3 years ago