2022

• 深入理解 Imagen
• 深入理解 VQ-VAE
• 深入理解 DALL-E
• [论文理解] Classifier-Free Diffusion Guidance
• [论文理解] Diffusion Models Beat GANs on Image Synthesis
• [论文理解] DENOISING DIFFUSION IMPLICIT MODELS
• [论文理解] Denoising Diffusion Probabilistic Models
• Diffusion models are autoencoders

2020

• Musings on typicality
• Addendum: quantifying our flawed intuitions
• Generating music in the waveform domain

2015

• New Lasagne feature: arbitrary expressions as layer parameters
• Paper about my Galaxy Challenge solution
• Classifying plankton with deep neural networks

2014

• The fastest convolutions in Theano with meta-optimization
• Recommending music on Spotify with deep learning
• Slides for my talk at the Deep Learning London meetup
• Even faster convolutions in Theano using FFTs
• Galaxy Zoo Challenge: code published
• My solution for the Galaxy Zoo challenge
• 3x faster convolutions in Theano