Deep Learning


Essentials

Very deep convolutional networks for large-scale image recognition

Denoising Diffusion Probabilistic Models

Diffusion Models Beat GANs on Image Synthesis

Classifier-Free Diffusion Guidance.pdf

Variational Inference with Normalizing Flows.pdf

Improved Denoising Diffusion Probabilistic Models

Auto-Encoding Variational Bayes

U-Net: Convolutional Networks for Biomedical Image Segmentation

Attention Is All You Need (Transformer)


Related Works

Spatial Transformer Networks