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Sun Mar 01 2026
3968 words · 14 minutes

CS231n Lecture 9: 图像检测、分割、可视化

cs231n

notebook DL CV Detection Segmentation Visualization
CS231n Lecture 9: 图像检测、分割、可视化
Sun Feb 22 2026
1763 words · 7 minutes

CS231n Lecture 8: 注意力机制与 Transformer

cs231n

notebook DL Attention Transformer Sequence Modeling
CS231n Lecture 8: 注意力机制与 Transformer
Sat Feb 14 2026
1562 words · 6 minutes

CS231n Lecture 7: 循环神经网络（RNN）

cs231n

notebook CV RNN Sequence Modeling
CS231n Lecture 7: 循环神经网络（RNN）
Thu Feb 12 2026
1953 words · 7 minutes

CS231n Lecture 6: CNN 架构、训练技巧与迁移学习

cs231n

notebook CV CNN Transfer Learning
CS231n Lecture 6: CNN 架构、训练技巧与迁移学习
Wed Feb 11 2026
1640 words · 6 minutes

CS231n Lecture 5: 卷积神经网络（CNN）基础

cs231n

notebook CV CNN Convolution
CS231n Lecture 5: 卷积神经网络（CNN）基础
Sun Feb 08 2026
1893 words · 7 minutes

CS231n Lecture 3: 正则化与优化

cs231n

notebook CV Regularization Optimization
CS231n Lecture 3: 正则化与优化
Sun Feb 08 2026
1656 words · 6 minutes

CS231n Lecture 4: 神经网络与反向传播

cs231n

notebook CV Neural Networks Backpropagation
CS231n Lecture 4: 神经网络与反向传播
Sun Feb 08 2026
1083 words · 4 minutes

CS231n Lecture 2: 图像分类与线性分类器

cs231n

notebook CV Image Classification Linear Classifier
CS231n Lecture 2: 图像分类与线性分类器
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