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:
- ☆85Updated last year
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆125Updated last year
- CAM', 'ScoreCAM', 'SSCAM', 'ISCAM' 'GradCAM', 'GradCAMpp', 'SmoothGradCAMpp', 'XGradCAM', 'LayerCAM' using by PyTorch.☆73Updated 3 years ago
- GroupMixAttention and GroupMixFormer☆117Updated last year
- visualization：filter、feature map、attention map、image-mask、grad-cam、human keypoint、guided-backpro☆121Updated 2 years ago
- Official ImageNet Model repository☆252Updated 2 years ago
- Official implement for ICML2023 paper: "A Closer Look at Self-Supervised Lightweight Vision Transformers"☆136Updated 3 months ago
- [AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation☆70Updated 8 months ago
- ☆123Updated last year
- 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.☆40Updated 2 years ago
- An unofficial implementation for Detecting Camouflaged Object in Frequency Domain, CVPR 2022 in PyTorch.☆81Updated 2 years ago
- [CVPR 2025 Oral] OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels☆269Updated 2 weeks ago
- The official implementation of [CVPR 2025] "5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks".☆322Updated this week
- [TNNLS 2025] TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition☆206Updated 2 weeks ago
- The official code of "Rethinking Local Perception in Lightweight Vision Transformer"☆87Updated 2 years ago
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆233Updated last year
- Official code for Scale Decoupled Distillation☆41Updated last year
- ☆76Updated last year
- Codes for ECCV2022 paper - contrastive deep supervision☆69Updated 2 years ago
- 可视化特征图教程☆73Updated 3 years ago
- 可视化神经网络☆38Updated 2 years ago
- [ICCV23] Robust Mixture-of-Expert Training for Convolutional Neural Networks by Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Hua…☆58Updated last year
- The official repository of the paper "Learning Correlation Structures for Vision Transformers" accepted to CVPR 2024.☆48Updated last year
- Official repository for the AAAI2025 paper (Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter…☆51Updated last week
- [CVPR 2024] Official PyTorch Code for "PromptKD: Unsupervised Prompt Distillation for Vision-Language Models"☆315Updated 2 weeks ago
- ReViT - Residual Attention Vision Transformer☆32Updated last year
- ☆85Updated last year
- iFormer: Inception Transformer☆247Updated 2 years ago
- CMT Pytorch implementation of our CVPR 2022 paper CMT: Convolutional Neural Networks Meet Vision Transformers (https://arxiv.org/pdf/2107…☆97Updated 2 years ago
- CVPR 2025: Frequency Dynamic Convolution for Dense Image Prediction☆150Updated last month