activity
20212026
most citedMulti-modal Scene-compliant User Intention Estimation in Navigation

5 citations · 5 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2026

Geometry-Conditioned Visual Place Recognition in Natural Environments

Walter Nedov, Saimunur Rahman, Kavindie Katuwandeniya +3

Visual Place Recognition (VPR) in natural environments remains challenging due to repetitive vegetation, sparse distinctive landmarks, and substantial appearance and viewpoint vari…

cs.CV2026

Visual Place Recognition in Forests with Depth-Aware Distillation

Walter Nedov, Saimunur Rahman, Kavindie Katuwandeniya +3

Visual place recognition in natural forest environments remains challenging due to repetitive vegetation, weak structural cues, and significant appearance variation across traversa…

cs.RO2025

ROS Help Desk: GenAI Powered, User-Centric Framework for ROS Error Diagnosis and Debugging

Kavindie Katuwandeniya, Samith Rajapaksha Jayasekara Widhanapathirana

As the robotics systems increasingly integrate into daily life, from smart home assistants to the new-wave of industrial automation systems (Industry 4.0), there's an increasing ne…

cs.RO2024

'What did the Robot do in my Absence?' Video Foundation Models to Enhance Intermittent Supervision

Kavindie Katuwandeniya, Leimin Tian, Dana Kulić

This paper investigates the application of Video Foundation Models (ViFMs) for generating robot data summaries to enhance intermittent human supervision of robot teams. We propose…

cs.RO2021★ 5 cited

Multi-modal Scene-compliant User Intention Estimation in Navigation

Kavindie Katuwandeniya, Stefan H. Kiss, Lei Shi +1

A multi-modal framework to generate user intention distributions when operating a mobile vehicle is proposed in this work. The model learns from past observed trajectories and leve…