6–10 Nov 2023
DESY
Europe/Zurich timezone

Drapes: Diffusion for weak supervision

8 Nov 2023, 16:30
15m
Seminarraum 4a/b (DESY)

Seminarraum 4a/b

DESY

Speaker

Mr Matthew Leigh (University of Geneva)

Description

We employ the diffusion framework to generate background enriched templates to be used in a downstream Anomaly Detection task (generally with CWoLa). We show how Drapes can provide an analogue to many different methods of template generation, common in literature, and show good performance on the public RnD LHCO dataset.

Authors

Debajyoti Sengupta (Universite de Geneve (CH)) Johnny Raine (Universite de Geneve (CH)) Mr Matthew Leigh (University of Geneva) Tobias Golling (Universite de Geneve (CH))

Presentation materials