2 | Efstratios Gavves

Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN

David Knigge, David Romero, Albert Gu, Efstratios Gavves, Erik Bekkers, Jakub Tomczak, Mark Hoogendoorn, Jan-Jakob Sonke

PC-Reg: A pyramidal prediction–correction approach for large deformation image registration

W Yin, Jan-Jakob Sonke, Efstratios Gavves

Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke

Lucas de Vries, Rudolf van Herten, Jan Hoving, Ivana Išgum, Bart Emmer, Charles Majoie, Henk Marquering, Efstratios Gavves

DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images

Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen

Automated final lesion seentation in posterior circulation acute ischemic stroke using deep learning

Riaan Zoetmulder, Praneeta R Konduri, Iris V Obdeijn, Efstratios Gavves, Ivana Išgum, Charles BLM Majoie, Diederik WJ Dippel, Yvo BWEM Roos, Mayank Goyal, Peter J Mitchell, others

Batch Bayesian Optimization on Permutations using Acquisition Weighted Kernels

ChangYong Oh, Roberto Bondesan, Efstratios Gavves, Max Welling

DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images

Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horlings, Jonas Teuwen

Efficient Neural Causal Discovery without Acyclicity Constraints

Phillip Lippe, Taco Cohen, Efstratios Gavves

Federated mixture of experts

Matthias Reisser, Christos Louizos, Efstratios Gavves, Max Welling

Unsharp Mask Guided Filtering

Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees Snoek