Sparse Neural Graphics Using Cross Vendor GPU Optimization

PI: Michael Doggett, Lund University co-PI: Jonas Unger, Linköping University Real-time rendering technology underlies all interactive 3D visual experiences on all displays across all modern computing devices and output modalities. Numerous industrially and societally...
Coding for Secure Federated Learning

Coding for Secure Federated Learning

PI: Zheng Chen, Linköping University co-PI: Michael Lentmaier, Lund University Federated learning (FL) is a distributed learning paradigm where multiple agents collaborate to solve a common learning task by conducting local training and exchanging model updates with a...
Next Generation Spatial AI

Next Generation Spatial AI

PI: Kalle Åström, Lund University co-PI: Fredrik Gustafsson, Linköping University Tracking and mapping systems are central to many technologies, from wildlife monitoring and search-and-rescue to autonomous vehicles and industrial safety. They typically consist of a...