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LAGUNA: LAnguage Guided UNsupervised Adaptation with structured spaces
Unsupervised domain adaptation remains a critical challenge in enabling the knowledge transfer of models across unseen domains. …
Anxhelo Diko, Antonino Furnari, Luigi Cinque, Giovanni Maria Farinella
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ReWind: Understanding Long Videos with Instructed Learnable Memory
Vision-Language Models (VLMs) are crucial for applications requiring integrated understanding textual and visual information. However, …
Anxhelo Diko, Tinghuai Wang, Wassim Swaileh, Shiyan Sun, Ioannis Patras
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S-GEAR: Semantically Guided Representation Learning for Action Anticipation (ECCV2024)
Action anticipation is the task of forecasting future activity from a partially observed sequence of events. However, this task is …
Anxhelo Diko, Danilo Avola, Bardh Prenkaj, Federico Fontana, Luigi Cinque
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ReViT: Enhancing vision transformers with residual attention (Journal of Pattern Recognition)
Vision Transformer (ViT) self-attention mechanism is characterized by feature collapse in deeper layers, resulting in the vanishing of …
Anxhelo Diko, Danilo Avola, Marco Cascio, Luigi Cinque
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COVID-19 therapy optimization by AI-driven biomechanical simulations
The COVID-19 disease causes pneumonia in many patients that in the most serious cases evolves into the Acute Distress Respiratory …
Emanuele Agrimi, Anxhelo Diko, Daniele Carlotti, Andrea Ciardiello, Manash Borthakur, Stefano Giagu, Simone Melchionna, Cecilia Voena
Last updated on Jul 27, 2023
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A novel gan-based anomaly detection and localization method for aerial video surveillance at low altitude
The last two decades have seen an incessant growth in the use of Unmanned Aerial Vehicles (UAVs) equipped with HD cameras for …
Danilo Avola, Irene Cannistraci, Marco Cascio, Luigi Cinque, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Romeo Lanzini, Maurizio Mancini, Alessio Mecca, Daniele Pannone
Last updated on Jul 2, 2024
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Low-altitude aerial video surveillance via one-class SVM anomaly detection from textural features in UAV images
In recent years, small-scale Unmanned Aerial Vehicles (UAVs) have been used in many video surveillance applications, such as vehicle …
Danilo Avola, Luigi Cinque, Angelo Di Mambro, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Alessio Mecca, Daniele Pannone
Last updated on Jul 2, 2024
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In-silico analysis of airflow dynamics and particle transport within a human nasal cavity
We present a numerical investigation of the airflow dynamics and particle transport through an averaged human nasal cavity. The effect …
Manash Pratim Borthakur, Sauro Succi, Fabio Sterpone, Franck Pérot, Anxhelo Diko, Simone Melchionna
Last updated on Jul 27, 2023
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MS-Faster R-CNN: Multi-stream backbone for improved Faster R-CNN object detection and aerial tracking from UAV images
Tracking objects across multiple video frames is a challenging task due to several difficult issues such as occlusions, background …
Danilo Avola, Luigi Cinque, Anxhelo Diko, Alessio Fagioli, Gian Luca Foresti, Alessio Mecca, Daniele Pannone, Claudio Piciarelli
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MS-Faster R-CNN: Multi-stream backbone for improved Faster R-CNN object detection and aerial tracking from UAV images
Faster Than Lies: Real-time Deepfake Detection using Binary Neural Networks (CVPRW)
Deepfake detection aims to contrast the spread of deep-generated media that undermines trust in online content. While existing methods …
Romeo Lanzino, Federico Fontana, Anxhelo Diko, Marco Marini, Luigi Cinque
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