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Two-Stream Transformer Architecture for Long Video Understanding
Edward Fish, Jon Weinbren, Andrew Gilbert
Pure vision transformer architectures are highly effective for short video classification and action recognition tasks. However, due to the quadratic complexity of self attention a…
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound
Sarina Thomas, Andrew Gilbert, Guy Ben-Yosef
Accurate and consistent predictions of echocardiography parameters are important for cardiovascular diagnosis and treatment. In particular, segmentations of the left ventricle can…
Measurement of the inclusive and differential cross sections in the dilepton channel and effective field theory interpretation in proton-proton collisions at 13 TeV
CMS Collaboration
The production cross section of a top quark pair in association with a photon is measured in proton-proton collisions in the decay channel with two oppositely charged leptons (e$^\…
Search for higgsinos decaying to two Higgs bosons and missing transverse momentum in proton-proton collisions at 13 TeV
CMS Collaboration
Results are presented from a search for physics beyond the standard model in proton-proton collisions at 13 TeV in channels with two Higgs bosons, each decaying via th…