作业链接:https://cs231n.stanford.edu/assignments.html(我完成的是 2025 Spring 版本的)
- Assignment 1: Image Classification, kNN, Softmax, Fully-Connected Neural Network, Fully-Connected Nets
- Assignment 2: Batch Normalization, Dropout, Convolutional Nets, Network Visualization, Image Captioning with RNNs
- Assignment 3: Image Captioning with Transformers, Self-Supervised Learning, Diffusion Models, CLIP and DINO Models