2024

• Diffusion is spectral autoregression
• Noise schedules considered harmful
• The paradox of diffusion distillation

2023

• The geometry of diffusion guidance
• Perspectives on diffusion
• Diffusion language models

2022

• Guidance: a cheat code for diffusion 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