Lorenzo Papa

Orcid: 0000-0002-9393-5248

According to our database1, Lorenzo Papa authored at least 20 papers between 2017 and 2024.

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Timeline

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Links

On csauthors.net:

Bibliography

2024
A Survey on Efficient Vision Transformers: Algorithms, Techniques, and Performance Benchmarking.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

D4D: An RGBD Diffusion Model to Boost Monocular Depth Estimation.
IEEE Trans. Circuits Syst. Video Technol., October, 2024

A guided-based approach for deepfake detection: RGB-depth integration via features fusion.
Pattern Recognit. Lett., 2024

Human Versus Machine: A Comparative Analysis in Detecting Artificial Intelligence-Generated Images.
IEEE Secur. Priv., 2024

Estimating optical flow: A comprehensive review of the state of the art.
Comput. Vis. Image Underst., 2024

Beyond adaptive gradient: Fast-Controlled Minibatch Algorithm for large-scale optimization.
CoRR, 2024

On the impact of key design aspects in simulated Hybrid Quantum Neural Networks for Earth Observation.
CoRR, 2024

Lightweight 3-D Convolutional Occupancy Networks for Virtual Object Reconstruction.
IEEE Computer Graphics and Applications, 2024

PMDI: An AI-Enabled Ecosystem for Cooperative Urban Mobility.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2024

2023
METER: A Mobile Vision Transformer Architecture for Monocular Depth Estimation.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

Automated real-space lattice extraction for atomic force microscopy images.
Mach. Learn. Sci. Technol., March, 2023

Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios.
Sensors, February, 2023

Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection.
CoRR, 2023

Adversarial Data Poisoning for Fake News Detection: How to Make a Model Misclassify a Target News Without Modifying it.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

On the use of Stable Diffusion for creating realistic faces: from generation to detection.
Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Optimize Vision Transformer Architecture via Efficient Attention Modules: A Study on the Monocular Depth Estimation Task.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

An Automated Ground-to-Aerial Viewpoint Localization for Content Verification.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023

2022
SPEED: Separable Pyramidal Pooling EncodEr-Decoder for Real-Time Monocular Depth Estimation on Low-Resource Settings.
IEEE Access, 2022

DepthFake: A Depth-Based Strategy for Detecting Deepfake Videos.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

2017
Exploring gaze-adaptive features for interacting with multi-document visualizations.
Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, 2017


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