Search Results - "Flaborea, Alessandro"

Query-guided networks for few-shot fine-grained classification and person search by Munjal, Bharti, Flaborea, Alessandro, Amin, Sikandar, Tombari, Federico, Galasso, Fabio

“…•Prior works treat few-shot fine-grained classification and person search separately.•The proposed query-guided networks (QGN) address both tasks in a unified…”
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A self-supervised algorithm to detect signs of social isolation in the elderly from daily activity sequences by Prenkaj, Bardh, Aragona, Dario, Flaborea, Alessandro, Galasso, Fabio, Gravina, Saverio, Podo, Luca, Reda, Emilia, Velardi, Paola

“…Considering the increasing aging of the population, multi-device monitoring of the activities of daily living (ADL) of older people becomes crucial to support…”
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Contracting skeletal kinematics for human-related video anomaly detection by Flaborea, Alessandro, D’Amely di Melendugno, Guido Maria, D’Arrigo, Stefano, Sterpa, Marco Aurelio, Sampieri, Alessio, Galasso, Fabio

“…Detecting the anomaly of human behavior is paramount to timely recognizing endangering situations, such as street fights or elderly falls. However, anomaly…”
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Compositional Entailment Learning for Hyperbolic Vision-Language Models by Pal, Avik, van Spengler, Max, di Melendugno, Guido Maria D'Amely, Flaborea, Alessandro, Galasso, Fabio, Mettes, Pascal

“…Image-text representation learning forms a cornerstone in vision-language models, where pairs of images and textual descriptions are contrastively aligned in a…”
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Hyp2Nav: Hyperbolic Planning and Curiosity for Crowd Navigation by di Melendugno, Guido Maria D'Amely, Flaborea, Alessandro, Mettes, Pascal, Galasso, Fabio

“…Autonomous robots are increasingly becoming a strong fixture in social environments. Effective crowd navigation requires not only safe yet fast planning, but…”
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Query-Guided Networks for Few-shot Fine-grained Classification and Person Search by Munjal, Bharti, Flaborea, Alessandro, Amin, Sikandar, Tombari, Federico, Galasso, Fabio

“…Few-shot fine-grained classification and person search appear as distinct tasks and literature has treated them separately. But a closer look unveils important…”
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Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection by Flaborea, Alessandro, Collorone, Luca, D'Amely, Guido, D'Arrigo, Stefano, Prenkaj, Bardh, Galasso, Fabio

“…Anomalies are rare and anomaly detection is often therefore framed as One-Class Classification (OCC), i.e. trained solely on normalcy. Leading OCC techniques…”
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Best Practices for 2-Body Pose Forecasting by Rahman, Muhammad Rameez Ur, Scofano, Luca, De Matteis, Edoardo, Flaborea, Alessandro, Sampieri, Alessio, Galasso, Fabio

“…The task of collaborative human pose forecasting stands for predicting the future poses of multiple interacting people, given those in previous frames…”
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TI-PREGO: Chain of Thought and In-Context Learning for Online Mistake Detection in PRocedural EGOcentric Videos by Plini, Leonardo, Scofano, Luca, De Matteis, Edoardo, di Melendugno, Guido Maria D'Amely, Flaborea, Alessandro, Sanchietti, Andrea, Farinella, Giovanni Maria, Galasso, Fabio, Furnari, Antonino

“…Identifying procedural errors online from egocentric videos is a critical yet challenging task across various domains, including manufacturing, healthcare, and…”
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Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection by Flaborea, Alessandro, D'Amely, Guido, D'Arrigo, Stefano, Sterpa, Marco Aurelio, Sampieri, Alessio, Galasso, Fabio

“…Detecting the anomaly of human behavior is paramount to timely recognizing endangering situations, such as street fights or elderly falls. However, anomaly…”
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Are we certain it's anomalous? by Flaborea, Alessandro, Prenkaj, Bardh, Munjal, Bharti, Sterpa, Marco Aurelio, Aragona, Dario, Podo, Luca, Galasso, Fabio

“…The progress in modelling time series and, more generally, sequences of structured data has recently revamped research in anomaly detection. The task stands…”
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PREGO: Online Mistake Detection in PRocedural EGOcentric Videos by Flaborea, Alessandro, D'Amely Di Melendugno, Guido Maria, Plini, Leonardo, Scofano, Luca, De Matteis, Edoardo, Furnari, Antonino, Farinella, Giovanni Maria, Galasso, Fabio

“…Promptly identifying procedural errors from egocentric videos in an online setting is highly challenging and valuable for detecting mistakes as soon as they…”
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Are we certain it's anomalous? by Flaborea, Alessandro, Prenkaj, Bardh, Munjal, Bharti, Sterpa, Marco Aurelio, Aragona, Dario, Podo, Luca, Galasso, Fabio

“…The progress in modelling time series and, more generally, sequences of structured data has recently revamped research in anomaly detection. The task stands…”
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PREGO: online mistake detection in PRocedural EGOcentric videos by Flaborea, Alessandro, di Melendugno, Guido Maria D'Amely, Plini, Leonardo, Scofano, Luca, De Matteis, Edoardo, Furnari, Antonino, Farinella, Giovanni Maria, Galasso, Fabio

“…Promptly identifying procedural errors from egocentric videos in an online setting is highly challenging and valuable for detecting mistakes as soon as they…”
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Best Practices for 2-Body Pose Forecasting by Ur Rahman, Muhammad Rameez, Scofano, Luca, Matteis, Edoardo De, Flaborea, Alessandro, Sampieri, Alessio, Galasso, Fabio

“…The task of collaborative human pose forecasting stands for predicting the future poses of multiple interacting people, given those in previous frames…”
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