Kedreamix / MAE-for-CIFARLinks
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。
☆75Updated 2 years ago
Alternatives and similar repositories for MAE-for-CIFAR
Users that are interested in MAE-for-CIFAR are comparing it to the libraries listed below
Sorting:
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆128Updated last year
- Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"☆136Updated 4 months ago
- visualization:filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro☆124Updated 2 years ago
- Awesome Fine-grained Visual Classification☆235Updated last year
- CAM', 'ScoreCAM', 'SSCAM', 'ISCAM' 'GradCAM', 'GradCAMpp', 'SmoothGradCAMpp', 'XGradCAM', 'LayerCAM' using by PyTorch.☆73Updated 3 years ago
- GroupMixAttention and GroupMixFormer☆117Updated last year
- 可视化特征图教程☆73Updated 3 years ago
- 这里陈列了我编写的一些关于深度学习的画图工具,如果觉得有帮助可以给个star.☆41Updated 2 years ago
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆234Updated last year
- The official implementation of [CVPR 2025] "5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks".☆337Updated 3 weeks ago
- Official ImageNet Model repository☆254Updated 2 years ago
- ☆228Updated 3 months ago
- The official code for our TIP paper 'LayerCAM: Exploring Hierarchical Class Activation Maps for Localization'☆126Updated 3 years ago
- Pytorch ViT for Image classification on the CIFAR10 dataset☆43Updated 3 years ago
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆318Updated 2 weeks ago
- Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.☆202Updated 2 years ago
- 这是一个clip-pytorch的模型,可以训练自己的数据集。☆234Updated 2 years ago
- [TNNLS] A Comprehensive Survey of Awesome Visual Transformer Literatures.☆263Updated 2 years ago
- ☆252Updated last year
- ☆85Updated last year
- [TNNLS 2025] TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition☆210Updated last month
- ☆152Updated last year
- ImageNet-1K data download, processing for using as a dataset☆100Updated 2 years ago
- [CVPR 2025 Oral] OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels☆303Updated 2 weeks ago
- Code Release for “Balanced Contrastive Learning for Long-Tailed Visual Recognition”☆113Updated 2 years ago
- [CVPR'24] Official implementation of paper "FreeKD: Knowledge Distillation via Semantic Frequency Prompt".☆46Updated last year
- The official code of "Rethinking Local Perception in Lightweight Vision Transformer"☆85Updated 2 years ago
- 可视化神经网络☆38Updated 2 years ago
- [NeurIPS 2022] Implementation of "AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition"☆363Updated 2 years ago
- (CVPR2024)RMT: Retentive Networks Meet Vision Transformer☆356Updated 11 months ago