Kaicheng-Yang0828 / Vision-Transformer-ViTLinks
Pytorch ViT for Image classification on the CIFAR10 dataset
☆45Updated 3 years ago
Alternatives and similar repositories for Vision-Transformer-ViT
Users that are interested in Vision-Transformer-ViT are comparing it to the libraries listed below
Sorting:
- MAE for CIFAR，由于可用资源有限，我们仅在 cifar10 上测试模型。我们主要想重现这样的结果：使用 MAE 预训练 ViT 可以比直接使用标签进行监督学习训练获得更好的结果。这应该是自我监督学习比监督学习更有效的数据的证据。☆79Updated 2 years ago
- CAM', 'ScoreCAM', 'SSCAM', 'ISCAM' 'GradCAM', 'GradCAMpp', 'SmoothGradCAMpp', 'XGradCAM', 'LayerCAM' using by PyTorch.☆74Updated 4 years ago
- CMT Pytorch implementation of our CVPR 2022 paper CMT: Convolutional Neural Networks Meet Vision Transformers (https://arxiv.org/pdf/2107…☆101Updated 3 years ago
- visualization：filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro☆132Updated 2 years ago
- Implementation of Vision Transformer from scratch and performance compared to standard CNNs (ResNets) and pre-trained ViT on CIFAR10 and …☆114Updated last year
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆180Updated 11 months ago
- Official repository of ACmix (CVPR2022)☆414Updated 3 years ago
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆133Updated last year
- [TPAMI-2023] Official implementations of L-MCL: Online Knowledge Distillation via Mutual Contrastive Learning for Visual Recognition☆26Updated 2 years ago
- 可视化特征图教程☆75Updated 3 years ago
- EfficientNetV2 pytorch (pytorch lightning) implementation with pretrained model☆80Updated 2 years ago
- The official code for our TIP paper 'LayerCAM: Exploring Hierarchical Class Activation Maps for Localization'☆129Updated 3 years ago
- CVPR 2023, Class Attention Transfer Based Knowledge Distillation☆46Updated 2 years ago
- Pytorch implementation of some vision transformers, trained on CIFAR-10.☆29Updated 4 years ago
- Official PyTorch implementation of training vision transformers with only 2040 images.☆56Updated 3 years ago
- Implementation of Conv-based and Vit-based networks designed for CIFAR.☆70Updated 2 years ago
- Implementation of Swin Transformer with Pytorch☆112Updated 4 years ago
- A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', …☆181Updated 3 years ago
- Training ImageNet / CIFAR models with sota strategies and fancy techniques such as ViT, KD, Rep, etc.☆85Updated last year
- Code for Paper "Self-Distillation from the Last Mini-Batch for Consistency Regularization"☆43Updated 3 years ago
- ☆63Updated 4 years ago
- VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset☆89Updated 5 years ago
- Official code for Scale Decoupled Distillation☆42Updated last year
- A demo of image classification with PyTorch DDP (DistributedDataParallel) and AMP (Automatic Mixed Precision) modules.☆70Updated last year
- AAAI 2022 papers with code☆37Updated 3 years ago
- ☆154Updated last year
- 细粒度图像分类之十二猫分类，对比ResNet和ViT两者模型性能。☆45Updated 3 years ago
- ImageNet-1K data download, processing for using as a dataset☆121Updated 2 years ago
- CBAM: Convolutional Block Attention Module for CIFAR10 on ResNet backbone with Pytorch☆126Updated 6 years ago
- Code for 'Multi-level Logit Distillation' (CVPR2023)☆70Updated last year