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Collaboration networkThis graph maps the connections between all the collaborators of {}'s publications listed on this page.
Each link represents a collaboration on the same publication. The thickness of the link represents the number of collaborations.
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Word cloudA word cloud is a visual representation of the most frequently used words in a text or a set of texts. The words appear in different sizes, with the size of each word being proportional to its frequency of occurrence in the text. The more frequently a word is used, the larger it appears in the word cloud. This technique allows for a quick visualization of the most important themes and concepts in a text.
In the context of this page, the word cloud was generated from the publications of the author {}. The words in this cloud come from the titles, abstracts, and keywords of the author's articles and research papers. By analyzing this word cloud, you can get an overview of the most recurring and significant topics and research areas in the author's work.
The word cloud is a useful tool for identifying trends and main themes in a corpus of texts, thus facilitating the understanding and analysis of content in a visual and intuitive way.
Lajoie, P.-Y., Ramtoula, B., De Martini, D., & Beltrame, G. (2025). 3D Foundation Model-Based Loop Closing for Decentralized Collaborative SLAM. IEEE Robotics and Automation Letters, 8 pages. External link
Lajoie, P.-Y., Ramtoula, B., Fang, W., & Beltrame, G. (2022). Towards Collaborative Simultaneous Localization and Mapping: a Survey of the Current Research Landscape. Field Robotics, 2(1), 971-1000. Available
Agha, A., Otsu, K., Morrell, B., Fan, D., Thakker, R., Santamaria-Navarro, A., Kim, S.-K., Bouman, A., Lei, X., Edlund, J., Ginting, M., Ebadi, K., Anderson, M., Pailevanian, T., Terry, E., Wolf, M., Tagliabue, A., Vaquero, T., Palieri, M., ... Burdick, J. (2022). NeBula: TEAM CoSTAR's Robotic Autonomy Solution that Won Phase II of DARPA Subterranean Challenge. Field Robotics, 2(1), 1432-1506. External link
Panerati, J., Ramtoula, B., St-Onge, D., Cao, Y., Kaufmann, M., Cowley, A., Sabattini, L., & Beltrame, G. (2021, June). On the Communication Requirements of Decentralized Connectivity Control: A Field Experiment [Paper]. 15th International Symposium on Distributed Autonomous Robotic Systems (DARS 2021) & 4th International Symposium on Swarm Behavior and Bio-Inspired Robotics (SWARM 2021), Kyoto, Japan. External link
Ramtoula, B., Caccavale, A., Beltrame, G., & Schwager, M. (2021, November). MSL-RAPTOR: A 6DoF Relative Pose Tracker for Onboard Robotic Perception [Paper]. 17th International Symposium on Experimental Robotics (ISER 2021), Malta. External link
Ramtoula, B. (2020). Machine Learning for Multi-Robot Semantic Simultaneous Localization and Mapping [Master's thesis, Polytechnique Montréal]. Available
Ramtoula, B., De Azambuja, R., & Beltrame, G. (2020, May). CAPRICORN: Communication Aware Place Recognition using Interpretable Constellations of Objects in Robot Networks [Paper]. IEEE International Conference on Robotics and Automation (ICRA 2020), Paris, France. External link
Lajoie, P.-Y., Ramtoula, B., Chang, Y., Carlone, L., & Beltrame, G. (2020). DOOR-SLAM: Distributed, Online, and Outlier Resilient SLAM for Robotic Teams. IEEE Robotics and Automation Letters, 5(2), 1656-1663. External link
St-Onge, D., Kaufmann, M., Panerati, J., Ramtoula, B., Cao, Y., Coffey, E. B. J., & Beltrame, G. (2020). Planetary Exploration with Robot Teams: Implementing Higher Autonomy With Swarm Intelligence. IEEE Robotics and Automation Magazine, 27(2), 159-168. External link
Ramtoula, B., de Azambuja, R., & Beltrame, G. (2019, August). Data-Efficient Decentralized Place Recognition with 3D Constellations of Objects [Paper]. International Symposium on Multi-Robot and Multi-Agent Systems (MRS 2019), New Brunswick, N.J., USA. External link
