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Featured Co-authors

Alberto Del Bimbo
61 publications
Lamberto Ballan
26 publications
Giuseppe Serra
25 publications
Francesco Marchetti
22 publications
Federico Becattini
19 publications
Guido Borghi
17 publications
Marco Bertini
15 publications
Roberto Vezzani
15 publications
Alex Falcon
8 publications
Lorenzo Berlincioni
8 publications
Tiberio Uricchio
8 publications

∙ 09/07/2023

DiffDefense: Defending against Adversarial Attacks via Diffusion Models

This paper presents a novel reconstruction method that leverages Diffusi...

0 Hondamunige Prasanna Silva, et al. ∙

∙ 08/24/2023

Robot Pose Nowcasting: Forecast the Future to Improve the Present

In recent years, the effective and safe collaboration between humans and...

0 Alessandro Simoni, et al. ∙

∙ 11/15/2022

Forecasting Future Instance Segmentation with Learned Optical Flow and Warping

For an autonomous vehicle it is essential to observe the ongoing dynamic...

0 Andrea Ciamarra, et al. ∙

∙ 06/07/2022

Online Deep Clustering with Video Track Consistency

Several unsupervised and self-supervised approaches have been developed ...

0 Alessandra Alfani, et al. ∙

∙ 03/23/2022

SMEMO: Social Memory for Trajectory Forecasting

Effective modeling of human interactions is of utmost importance when fo...

0 Francesco Marchetti, et al. ∙

∙ 05/14/2021

Learning Group Activities from Skeletons without Individual Action Labels

To understand human behavior we must not just recognize individual actio...

0 Fabio Zappardino, et al. ∙

∙ 10/18/2020

Multiple Future Prediction Leveraging Synthetic Trajectories

Trajectory prediction is an important task, especially in autonomous dri...

0 Lorenzo Berlincioni, et al. ∙

∙ 06/05/2020

Explaining Autonomous Driving by Learning End-to-End Visual Attention

Current deep learning based autonomous driving approaches yield impressi...

60 Luca Cultrera, et al. ∙

∙ 06/05/2020

MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction

Autonomous vehicles are expected to drive in complex scenarios with seve...

6 Francesco Marchetti, et al. ∙

∙ 10/09/2019

Text-to-Image Synthesis Based on Machine Generated Captions

Text to Image Synthesis refers to the process of automatic generation of...

6 Marco Menardi, et al. ∙

∙ 05/29/2018

Semantic Road Layout Understanding by Generative Adversarial Inpainting

Autonomous driving is becoming a reality, yet vehicles still need to rel...

0 Federico Becattini, et al. ∙

∙ 05/04/2017

Am I Done? Predicting Action Progress in Videos

In this paper we introduce the problem of predicting action progress in ...

0 Federico Becattini, et al. ∙

∙ 04/08/2017

Deep Generative Adversarial Compression Artifact Removal

Compression artifacts arise in images whenever a lossy compression algor...

0 Leonardo Galteri, et al. ∙

∙ 09/01/2016

Segmentation Free Object Discovery in Video

In this paper we present a simple yet effective approach to extend witho...

0 Giovanni Cuffaro, et al. ∙

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