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20212026
most citedFast Autonomous Robotic Exploration Using the Underlying Graph Structure

25 citations · 58 across the 13 of their papers we have counts for

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Showing 2026Show all

5 papers · 1 filter

cs.RO2026

Kairos: Grounded Forecasting of Presence and Directional Flow in 4D Scene Graphs

Iacopo Catalano, Julio A. Placed, Javier Civera +1

Long-term autonomy in human-populated environments requires anticipating whether and how people will move at times a robot has not yet observed. Existing representations of pedestr…

cs.CV2026

Hierarchical Aggregation of Semantic Uncertainty in 3D Scene Graphs

Carlos Cueto Zumaya, Iacopo Catalano, Wallace Moreira Bessa +1

Open-vocabulary 3D Scene Graphs (3DSGs) ground each object node in a vision-language embedding, yet they record every entry as equally certain, so a robot querying the map cannot t…

astro-ph.IM2026

A spatial filter for mitigating radio interference and its application to CHIME/FRB Outriggers

Shion Andrew, Juan Mena-Parra, Haochen Wang +16

The sensitivity of radio telescopes is becoming increasingly limited by the presence of radio frequency interference (RFI), which will worsen as the radio spectrum becomes more cro…

cs.RO2026

Rheos: Modelling Continuous Motion Dynamics in Hierarchical 3D Scene Graphs

Iacopo Catalano, Francesco Verdoja, Javier Civera +2

3D Scene Graphs (3DSGs) provide hierarchical, multi-resolution abstractions that encode the geometric and semantic structure of an environment, yet their treatment of dynamics rema…

cs.RO2026

Topology-Aware Decision Making for Multi-Session Localization and Mapping

Lorenzo Montano-Olivan, Julio A. Placed, Luis Montano +1

Operating in previously visited environments is becoming increasingly crucial for autonomous systems, with direct applications in autonomous driving, surveying, and warehouse or ho…