projects

Generative Models

Probabilistic Diffusion

Denoise, Generate

Implicit Diffusion

Forgot x0?

PixelCNN

Chain rule on stroids.

Normalizing Flows

Go with the flow.

GAN and EBGAN

It's a GAN, but better.

Variational Auto Encoder

It's all about the "Variational".

Inference and Density Estimation

Mean-field Variational Inference

Mean but Weak.

Automatic Differentiation Variational Inference

Deep Learning Bringer.

Expectation Maximization

The Divine Duo!

Computer Vision

Persistent Homology

Topology in Computer Vision

Vision Transfomer (ViT)

Did you see that?

Natural Language Processing

Summarization with T5

Too many Ts.

Graph Neural Networks

Graph Attention

(Graph) Attention is All You Need

Graph Convolution

Here comed convolution.