Selfish Evolution: Making Discoveries in Extreme Label Noise with the Help of Overfitting Dynamics

We exploit the overfitting dynamics of deep models to detect and correct label noise in the wild!

TransiNet 2 — Transient Detection for LSST

TransiNet (version 2) is the official umbrella project wrapping around multiple deep learning-based transient detection implementations for LSST.

Astro-Machines

 

TailNet: LSST-Scale Discovery of Comets and More

Automated detection of comet tails in images of minor planets, such as asteroids and comets.

animated GIF showing a comet moving on the sky

 

Stellar-Karaoke

Retr-Spect


TransiNet 0 — Supernova Detection in CRTS

A Quest for Label Independence