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Giuseppe Vecchio
Giuseppe Vecchio
Research Scientist @ Adobe
Verified email at adobe.com - Homepage
Title
Cited by
Cited by
Year
Surfacenet: Adversarial svbrdf estimation from a single image
G Vecchio, S Palazzo, C Spampinato
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
352021
MASK-RL: Multiagent video object segmentation framework through reinforcement learning
G Vecchio, S Palazzo, D Giordano, F Rundo, C Spampinato
IEEE transactions on neural networks and learning systems 31 (12), 5103-5115, 2020
322020
Controlmat: a controlled generative approach to material capture
G Vecchio, R Martin, A Roullier, A Kaiser, R Rouffet, V Deschaintre, ...
ACM Transactions on Graphics 43 (5), 1-17, 2024
292024
Matfuse: controllable material generation with diffusion models
G Vecchio, R Sortino, S Palazzo, C Spampinato
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
172024
Deep reinforcement learning for multi-agent interaction
IH Ahmed, C Brewitt, I Carlucho, F Christianos, M Dunion, E Fosong, ...
Ai Communications 35 (4), 357-368, 2022
162022
MatSynth: A Modern PBR Materials Dataset
G Vecchio, V Deschaintre
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
132024
Knowledge-based generative adversarial networks for scene understanding in Cultural Heritage
R Garozzo, C Santagati, C Spampinato, G Vecchio
Journal of Archaeological Science: Reports 35, 102736, 2021
132021
MIDGARD: A simulation platform for autonomous navigation in unstructured environments
G Vecchio, S Palazzo, DC Guastella, I Carlucho, SV Albrecht, G Muscato, ...
arXiv preprint arXiv:2205.08389, 2022
62022
Twinlivernet: predicting TACE treatment outcome from CT scans for hepatocellular carcinoma using deep capsule networks
C Pino, G Vecchio, M Fronda, M Calandri, M Aldinucci, C Spampinato
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
62021
MeT: A graph transformer for semantic segmentation of 3D meshes
G Vecchio, L Prezzavento, C Pino, F Rundo, S Palazzo, C Spampinato
Computer Vision and Image Understanding 235, 103773, 2023
52023
Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data
G Vecchio, S Palazzo, DC Guastella, D Giordano, G Muscato, ...
Autonomous Robots 48 (2), 4, 2024
22024
StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning
G Vecchio
arXiv preprint arXiv:2406.09293, 2024
12024
Structured Pattern Expansion with Diffusion Models
M Riso, G Vecchio, F Pellacini
arXiv preprint arXiv:2411.08930, 2024
2024
Learning-Based Ground Vehicle Navigation in Outdoor Unstructured Environments
S Palazzo, DC Guastella, G Vecchio, RE Sarpietro, G Sutera, ...
European Robotics Forum, 207-211, 2024
2024
MIDGARD: A Robot Navigation Simulator for Outdoor Unstructured Environments
G Vecchio, RE Sarpietro, F Cancelliere, S Palazzo, DC Guastella, ...
European Robotics Forum, 120-125, 2024
2024
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