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KevinGalassi/README.md

Hello there 👋

I'm Kevin, I'm a PhD Student in artificial intelligence for industrial robotics in Bologna, Italy Italy

I'm currently working on manipulation and perception of deformable linear objects (DLOs) at the laboratory of Robotics of Bologna. In the last year I worked on the use of LLM for the perception of deformable objects and in the manipulation of deformable objects such as clothes.

Logo

DLO-Perceiver: Grounding Large Language Model for Deformable Linear Objects Perception

Image 1 Image 2

Imitation Learning for Robotic Manipulation of Cloth-Like objects using Attention Models

You can check the implementation in our laboratory's repository, just click in the image:

Latest publications

  • A. Caporali, K. Galassi, and G. Palli, "DLO Perceiver: Grounding Large Language Model for Deformable Linear Objects Perception," in IEEE Robotics and Automation Letters, vol. 9, no. 12, pp. 11385-11392, Dec. 2024, doi: 10.1109/LRA.2024.3491428.

  • A. Caporali, K. Galassi, M. Pantano, and G. Palli, "Deformable Objects Perception is Just a Few Clicks Away – Dense Annotations from Sparse Inputs," 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Abu Dhabi, United Arab Emirates, 2024, pp. 5880-5887, doi: 10.1109/IROS58592.2024.10802495.

  • K. Galassi, B. Wu, J. Perez, G. Palli, and J.-M. Renders, "Attention-Based Cloth Manipulation from Model-free Topological Representation," 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, 2024, pp. 18207-18213, doi: 10.1109/ICRA57147.2024.10610241.


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