Search Results for author: Simone Merlin

Found 2 papers, 0 papers with code

Modality-Agnostic Topology Aware Localization

no code implementations NeurIPS 2021 Farhad Ghazvinian Zanjani, Ilia Karmanov, Hanno Ackermann, Daniel Dijkman, Simone Merlin, Max Welling, Fatih Porikli

This work presents a data-driven approach for the indoor localization of an observer on a 2D topological map of the environment.

Indoor Localization

WiCluster: Passive Indoor 2D/3D Positioning using WiFi without Precise Labels

no code implementations31 May 2021 Ilia Karmanov, Farhad G. Zanjani, Simone Merlin, Ishaque Kadampot, Daniel Dijkman

Our second contribution is two weakly supervised losses that map this latent space into a Cartesian map, resulting in meter-accuracy position results.

Dimensionality Reduction Position

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