deep-learning 14
- Self-Supervised Learning
- Recurrent Neural Network(RNN) & LSTM
- Pre-trained Model & Transfer Learning
- Physical Informed Neural Network (PINN) & Operator Learning
- Image Segmentation, Object detection.
- Generative Adversarial Network(GAN)
- Diffusion Model
- Convolutional AutoEncoder(CAE)
- Anomaly Detection
- Ch4. Gradient decent algorithm
- Ch3_2. Classification_Logistic Regression
- Ch3_1. Classification_Perceptron
- Ch2_1. Regression
- Ch1. Optimization for Deep Learning