CapsNets continuing the convolutional quest
2020
Capsule networks are ideal tools to combine event-level and subjet information at the LHC. After benchmarking our capsule network against standard convolutional networks, we show how multi-class capsules extract a resonance decaying to top quarks from both, QCD di-jet and the top continuum backgrounds. We then show how its results can be easily interpreted. Finally, we use associated top-Higgs production to demonstrate that capsule networks can work on overlaying images to go beyond calorimeter information.
- Correction
- Source
- Cite
- Save
- Machine Reading By IdeaReader
70
References
18
Citations
NaN
KQI