Mario Valerio Giuffrida

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Invariant Representations

Restricted Boltzmann Machine

Domain Adaptation

Scale Invariance

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Mattia Litrico, Davide Talon, Sebastiano Battiato, Alessio Del Bue, Mario Valerio Giuffrida, Pietro Morerio
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation. CoRR (2024)
Feng Chen, Sotirios A. Tsaftaris, Mario Valerio Giuffrida
GMT: Guided Mask Transformer for Leaf Instance Segmentation. CoRR (2024)
Peter Aaby, Mario Valerio Giuffrida, William J. Buchanan, Zhiyuan Tan
TouchEnc: a Novel Behavioural Encoding Technique to Enable Computer Vision for Continuous Smartphone User Authentication. TrustCom (2023)
Peter Aaby, Mario Valerio Giuffrida, William J. Buchanan, Zhiyuan Tan
An Omnidirectional Approach to Touch-based Continuous Authentication. CoRR (2023)
Peter Aaby, Mario Valerio Giuffrida, William J. Buchanan, Zhiyuan Tan
An omnidirectional approach to touch-based continuous authentication. Comput. Secur. 128 (2023)
Feng Chen, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Adapting Vision Foundation Models for Plant Phenotyping. ICCV (Workshops) (2023)
Ian Stavness, Mario Valerio Giuffrida, Hanno Scharr
Editorial: Computer vision in plant phenotyping and agriculture. Frontiers Artif. Intell. 6 (2023)
Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs. CoRR (2023)
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
Transfer Learning via Test-Time Neural Networks Aggregation. CoRR (2022)
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
Transfer Learning via Test-time Neural Networks Aggregation. VISIGRAPP (5: VISAPP) (2022)
Mattia Litrico, Sebastiano Battiato, Sotirios A. Tsaftaris, Mario Valerio Giuffrida
Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap. J. Imaging 7 (10) (2021)
Peter Aaby, Mario Valerio Giuffrida, William J. Buchanan, Zhiyuan Tan
Towards Continuous User Authentication Using Personalised Touch-Based Behaviour. DASC/PiCom/CBDCom/CyberSciTech (2020)
Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Unsupervised Rotation Factorization in Restricted Boltzmann Machines. IEEE Trans. Image Process. 29 (2020)
Andrei Dobrescu, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Understanding Deep Neural Networks for Regression in Leaf Counting. CVPR Workshops (2019)
Hao Chen, Mario Valerio Giuffrida, Peter Doerner, Sotirios A. Tsaftaris
Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning. CoRR (2019)
Hao Chen, Mario Valerio Giuffrida, Peter Doerner, Sotirios A. Tsaftaris
Adversarial Large-Scale Root Gap Inpainting. CVPR Workshops (2019)
Mario Valerio Giuffrida, Andrei Dobrescu, Peter Doerner, Sotirios A. Tsaftaris
Leaf Counting Without Annotations Using Adversarial Unsupervised Domain Adaptation. CVPR Workshops (2019)
Agisilaos Chartsias, Thomas Joyce, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Multimodal MR Synthesis via Modality-Invariant Latent Representation. IEEE Trans. Medical Imaging 37 (3) (2018)
Hao Chen, Mario Valerio Giuffrida, Sotirios A. Tsaftaris, Peter Doerner
Root Gap Correction with a Deep Inpainting Model. BMVC (2018)
Andrei Dobrescu, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Leveraging multiple datasets for deep leaf counting. CoRR (2017)
Mario Valerio Giuffrida, Hanno Scharr, Sotirios A. Tsaftaris
ARIGAN: Synthetic Arabidopsis Plants using Generative Adversarial Network. CoRR (2017)
Mario Valerio Giuffrida, Hanno Scharr, Sotirios A. Tsaftaris
ARIGAN: Synthetic Arabidopsis Plants Using Generative Adversarial Network. ICCV Workshops (2017)
Andrei Dobrescu, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Leveraging Multiple Datasets for Deep Leaf Counting. ICCV Workshops (2017)
Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient Filters. ICANN (2) (2016)
Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Theta-RBM: Unfactored Gated Restricted Boltzmann Machine for Rotation-Invariant Representations. CoRR (2016)
Vasileios Sevetlidis, Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Whole Image Synthesis Using a Deep Encoder-Decoder Network. SASHIMI@MICCAI (2016)
Mario Valerio Giuffrida, Sotirios A. Tsaftaris
Rotation-Invariant Restricted Boltzmann Machine using shared gradient filters. CoRR (2016)
Giovanni Maria Farinella, Mario Valerio Giuffrida, V. Digiacomo, Sebastiano Battiato
On Blind Source Camera Identification. ACIVS (2015)
Mario Valerio Giuffrida, Giovanni Maria Farinella, Sebastiano Battiato, Mirko Guarnera
Exploiting time-multiplexing structured light with picoprojectors. Three-Dimensional Image Processing, Measurement (3DIPM), and Applications (2015)