no code implementations • 13 May 2025 • Marco Maida, Alberto Crescini, Marco Perronet, Elena Camuffo
This paper introduces Claycode, a novel 2D scannable code designed for extensive stylization and deformation.
no code implementations • 20 Mar 2025 • Chiara Schiavo, Elena Camuffo, Leonardo Badia, Simone Milani
3D Gaussian Splatting (3DGS) has significantly improved the efficiency and realism of three-dimensional scene visualization in several applications, ranging from robotics to eXtended Reality (XR).
no code implementations • 8 Jul 2024 • Elena Camuffo, Umberto Michieli, Simone Milani, Jijoong Moon, Mete Ozay
In this paper, we introduce Per-corruption Adaptation of Normalization statistics (PAN) to enhance the model robustness of vision systems.
no code implementations • 21 Mar 2024 • Elena Camuffo, Umberto Michieli, Jijoong Moon, Daehyun Kim, Mete Ozay
Improving model robustness in case of corrupted images is among the key challenges to enable robust vision systems on smart devices, such as robotic agents.
no code implementations • 9 Aug 2023 • Francesco Barbato, Elena Camuffo, Simone Milani, Pietro Zanuttigh
State-of-the-art multimodal semantic segmentation strategies combining LiDAR and color data are usually designed on top of asymmetric information-sharing schemes and assume that both modalities are always available.
1 code implementation • 8 Apr 2023 • Elena Camuffo, Simone Milani
To the best of our knowledge, this is the first example of class-incremental continual learning for LiDAR point cloud semantic segmentation.
no code implementations • 26 Jan 2023 • Elena Camuffo, Umberto Michieli, Simone Milani
Recent advances in autonomous robotic technologies have highlighted the growing need for precise environmental analysis.