Distill 2021

10 papers

A Gentle Introduction to Graph Neural Networks Benjamin Sanchez-Lengeling, Emily Reif, Adam Pearce, Alexander B. Wiltschko

Adversarial Reprogramming of Neural Cellular Automata Ettore Randazzo, Alexander Mordvintsev, Eyvind Niklasson, Michael Levin

Branch Specialization Chelsea Voss, Gabriel Goh, Nick Cammarata, Michael Petrov, Ludwig Schubert, Chris Olah

Curve Circuits Nick Cammarata, Gabriel Goh, Shan Carter, Chelsea Voss, Ludwig Schubert, Chris Olah

High-Low Frequency Detectors Ludwig Schubert, Chelsea Voss, Nick Cammarata, Gabriel Goh, Chris Olah

Multimodal Neurons in Artificial Neural Networks Gabriel Goh, Nick Cammarata, Chelsea Voss, Shan Carter, Michael Petrov, Ludwig Schubert, Alec Radford, Chris Olah

Self-Organising Textures Eyvind Niklasson, Alexander Mordvintsev, Ettore Randazzo, Michael Levin

Understanding Convolutions on Graphs Ameya Daigavane, Balaraman Ravindran, Gaurav Aggarwal

Visualizing Weights Chelsea Voss, Nick Cammarata, Gabriel Goh, Michael Petrov, Ludwig Schubert, Ben Egan, Swee Kiat Lim, Chris Olah

Weight Banding Michael Petrov, Chelsea Voss, Ludwig Schubert, Nick Cammarata, Gabriel Goh, Chris Olah