Resume

Work Experience

AI & Graphics Research Scientist (2025 – Present)

• CLO Virtual Fashion, Madrid, ES
  Research Scientist, working on CLO and Marvelous Designer. Cloth simulation, digital garments, and optimization for next-generation digital fashion technologies, using computer graphics, physics-based simulation, and AI-driven technologies.

• Postdoctoral Researcher (2024 – 2026)

  • University of Padova, Padova, Italy
    Conducted research in 3D Vision & Graphics (Gaussian Splatting for VR/AR optimization and for Panoptic Segmentation), Multimodal Scene Understanding & Visual Representation Learning.
    Supervised and mentored M.Sc. and Ph.D. students.

• Teaching Assistant (2019 – 2024) [teaching]

  • University of Padova, Padova, Italy
    Prepared and taught lab lectures in courses such as “3D Vision and eXtended Reality,” “Digital Forensics,” “Digital and Interactive Multimedia,” and “Usability and User Experience.”
    Over 4 years of teaching Unity.

AI & Graphics Research Intern (2023 – 2024)

• Samsung Research, London, UK
  Advisor: Dr. Mete Ozay
  Improved existing algorithms for efficient personalized object detection and recognition.
  Developed on-device solutions.
  Published 2 papers and filed 1 patent.

Unity (C#) Developer (2022)

• Uqido S.R.L., Padova, Italy
  Developed a VR application for Quest 2 in collaboration with the Department of Pharmaceutical Sciences.

Education

University of Padova, Padova, Italy

• Ph.D. in Information Engineering (2021 – 2024)
  Advisor: Prof. Simone Milani
  Thesis: "Robust Visual Representation across Modalities in Semantic Scene Understanding".
  Published 10+ papers in International Journals and Conferences.
• M.Sc. in Internet and Multimedia Engineering (2019 – 2021)
  GPA: 30/30 - Grade: 110/110 with Honors.
  Thesis: “Curriculum Learning for LiDAR Semantic Segmentation”.
• B.Sc. in Information Engineering (2016 – 2019)
  Thesis: “Mixed Reality Applications in Medical Therapy” - MR application for HoloLens in collaboration with Dreamship Studios s.r.l.

BigRock Institute of Magic Technologies, Treviso, Italy

• Master in Computer Graphics (2024 – 2025)
  Professional training in technical and artistic skills for 3D Computer Graphics.
  Certified in Autodesk Maya. [portfolio]

Skills

• Languages: Italian (C2), English (C1), French (A2)
• Programming: Python, C++, MATLAB, C, C#, Bash, TensorFlow, PyTorch, OpenCV
• Software: Autodesk Maya, Blender, Unreal Engine (C++), Unity (C#), Houdini, Adobe Photoshop, Marvelous Designer, Substance Painter, ZBrush
• Soft Skills: Public speaking, Mentoring, Teamwork, and Project management

Awards

• Video selected for Computer Animation Festival (CAF) Teaser, SIGGRAPH, Vancouver, 2025
• Best Student Presentation, APCCAS conference, Taiwan, 2021
• Scholarship - Best Student Award, Seasonal School AIRONE, Scuola Superiore S.Anna, Pisa, Italy, 2021

Publications [view all]

• Monchieri L., Camuffo E., Barbato F., Zanuttigh P., and Milani S., "Split&Splat: Zero-Shot Panoptic Segmentation via Explicit Instance Modeling and 3D Gaussian Splatting", ArXiv preprint, 2026.
• Schiavo C., Camuffo E., Badia L., & Milani S., "SAGE: Semantic-Driven Adaptive Gaussian Splatting in Extended Reality", European Signal Processing Conference (EUSIPCO), 2025.
• Camuffo E., Barbato F., Ozay M., Milani S. and Michieli U., "MOCHA: Multi-modal Objects-aware Cross-arcHitecture Alignment", ArXiv preprint, 2025.
• Maida M., Crescini A., Perronet M, & Camuffo E., "Claycode: Stylable and Deformable 2D Scannable Codes", Transactions on Graphics (TOG), 2025. [Oral presentation at SIGGRAPH 2025, video selected for CAF Teaser].
• Jabrayilova A., Camuffo E., Crosara L., & Badia L., "Age of Information for Quantum Communication Channels with Monogamy of Entanglement", International Mediterranean Conference on Communications and Networking (MeditCOM), 2025.
• Camuffo, E., Michieli, U., Milani, S., Moon, J. J., & Ozay, M. (2024). "Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics." International Conference on Intelligent Robots and Systems (IROS).
• Barbato, F., Camuffo, E., Milani, S., & Zanuttigh, P. (2024). "Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network." International Conference on Image Processing (ICIP).
• Campagnolo, D., Camuffo, E., Michieli, U., Borin, P., Milani, S., & Giordano, A. (2023). "Fully Automated Scan-to-BIM via Point Cloud Instance Segmentation." International Conference on Image Processing (ICIP).
• Camuffo, E., Michieli, U., & Milani, S. (2023). "Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation." Transactions on Multimedia (TMM), 25(1), 567-578.
• Camuffo, E., Michieli, U., Moon, J. J., Kim, D., & Ozay, M. (2023). "FFT-based Selection and Optimization of Statistics for Robust Recognition of Severely Corrupted Images." International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
• Camuffo, E., & Milani, S. (2023). "Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine Strategies on Sparse Data." International Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).
• Mari, D., Camuffo, E., & Milani, S. (2023). "CACTUS: Content-Aware Compression and Transmission Using Semantics for Automotive LiDAR Data." Sensors, 23(1), 1234.
• Camuffo, E., Mari, D., & Milani, S. (2022). "Recent Advancements in Learning Algorithms for Point Clouds: An Updated Overview." Sensors, 22(4), 1357.
• Camuffo, E., Battisti, F., Pham, F., & Milani, S. (2022). "3D Model Optimization for Immersive and Interactive Applications." European Workshop on Visual Information Processing (EUVIP).
• Camuffo, E., Gorghetto, L., & Badia, L. (2021). "Moving Drones for Wireless Coverage in a Three-Dimensional Grid Analyzed via Game Theory." In Proceedings of the 2021 IEEE Asia Pacific Conference on on Circuits and Systems (APCCAS).