244 citations · 801 across the 34 of their papers we have counts for
42 papers
A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation
Dario Serez, Marco Cristani, Alessio Del Bue +2
In image generation, Multiple Latent Variable Generative Models (MLVGMs) employ multiple latent variables to gradually shape the final images, from global characteristics to finer…
Pre-trained Multiple Latent Variable Generative Models are good defenders against Adversarial Attacks
Dario Serez, Marco Cristani, Alessio Del Bue +2
Attackers can deliberately perturb classifiers' input with subtle noise, altering final predictions. Among proposed countermeasures, adversarial purification employs generative net…
Upper-Body Pose-based Gaze Estimation for Privacy-Preserving 3D Gaze Target Detection
Andrea Toaiari, Vittorio Murino, Marco Cristani +1
Gaze Target Detection (GTD), i.e., determining where a person is looking within a scene from an external viewpoint, is a challenging task, particularly in 3D space. Existing approa…
Language-enhanced RNR-Map: Querying Renderable Neural Radiance Field maps with natural language
Francesco Taioli, Federico Cunico, Federico Girella +3
We present Le-RNR-Map, a Language-enhanced Renderable Neural Radiance map for Visual Navigation with natural language query prompts. The recently proposed RNR-Map employs a grid st…
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0
Luigi Capogrosso, Alessio Mascolini, Federico Girella +10
Industry 4.0 involves the integration of digital technologies, such as IoT, Big Data, and AI, into manufacturing and industrial processes to increase efficiency and productivity. A…
HermesBDD: A Multi-Core and Multi-Platform Binary Decision Diagram Package
Luigi Capogrosso, Luca Geretti, Marco Cristani +2
BDDs are representations of a Boolean expression in the form of a directed acyclic graph. BDDs are widely used in several fields, particularly in model checking and hardware verifi…