深度学习
1. bilibli
同济子豪兄
其他up主
2. GitHub
李沐
3. Federated learning
github.com/TsingZ0/PFL-Non-IID
4. Meta learning
github.com/sudharsan13296/Hands-On-Meta-Learning-With-Python
github.com/floodsung/Meta-Learning-Papers
github.com/sudharsan13296/Awesome-Meta-Learning
小样本学习(Few-shot Learning)与元学习(meta-learning)初步
元学习与小样本学习 | (1) 元学习(Meta Learning)概述
元学习(Meta Learning)最全论文、视频、书籍资源整理
5. paddlepaddle
6. 人体姿态估计
『算法学习』CPN:Cascaded Pyramid Network for Multi-Person Pose Estimation
『关键点检测』CPN:Cascaded Pyramid Network for Multi-Person Pose Estimation
CPN:Cascaded Pyramid Network for Multi-Person Pose Estimation_及CPN实现
论文阅读 - Cascaded Pyramid Network for Multi-Person Pose Estimation
7. 目标检测
YOLO9000: Better, Faster, Stronger
Towards Open World Object Detection -CVPR2021 Oral(开放世界中的目标检测)
8. transformer
9. CAM
10. GNN
Applications of Graph Neural Networks (GNN)
github.com/graphdeeplearning/benchmarking-gnns
6. 杂项
How L1 Regularization brings Sparsity
PyTorch中的损失函数–L1Loss /L2Loss/SmoothL1Loss
了解/从事机器学习/深度学习系统相关的研究需要什么样的知识结构?
新突破!Swin-UNet:基于纯 Transformer 结构的医学图像分割网络
Linux
stanford
算法
stackoverflow
sys.modules[name] = _classname(). What does it actually do?