Fabio Cuzzolin

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 81

Top Venues

CoRR

BMVC

IEEE Trans. Fuzzy Syst.

ACM Multimedia

Publications

Kaizheng Wang, Keivan Shariatmadar, Shireen Kudukkil Manchingal, Fabio Cuzzolin, David Moens, Hans Hallez
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks. CoRR (2024)
Fabio Cuzzolin
Reasoning with random sets: An agenda for the future. CoRR (2024)
Vivek Singh, Shailza Sharma, Fabio Cuzzolin
Feature boosting with efficient attention for scene parsing. Neurocomputing 601 (2024)
Fabio Cuzzolin
Generalising realisability in statistical learning theory under epistemic uncertainty. CoRR (2024)
Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar, David Moens, Hans Hallez
Credal Wrapper of Model Averaging for Uncertainty Estimation on Out-Of-Distribution Detection. CoRR (2024)
Vivek Singh, Shailza Sharma, Fabio Cuzzolin
Feature boosting with efficient attention for scene parsing. CoRR (2024)
Salman Khan, Izzeddin Teeti, Andrew Bradley, Mohamed Elhoseiny, Fabio Cuzzolin
A Hybrid Graph Network for Complex Activity Detection in Video. WACV (2024)
Michele Caprio, Maryam Sultana, Eleni Elia, Fabio Cuzzolin
Credal Learning Theory. CoRR (2024)
Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Salman Khan, Suman Saha, Kossar Jeddi Saravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin
ROAD: The Road Event Awareness Dataset for Autonomous Driving. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Izzeddin Teeti, Rongali Sai Bhargav, Vivek Singh, Andrew Bradley, Biplab Banerjee, Fabio Cuzzolin
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction. ICCV (Workshops) (2023)
Izzeddin Teeti, Rongali Sai Bhargav, Vivek Singh, Andrew Bradley, Biplab Banerjee, Fabio Cuzzolin
Temporal DINO: A Self-supervised Video Strategy to Enhance Action Prediction. CoRR (2023)
Shireen Kudukkil Manchingal, Muhammad Mubashar, Kaizheng Wang, Keivan Shariatmadar, Fabio Cuzzolin
Random-Set Convolutional Neural Network (RS-CNN) for Epistemic Deep Learning. CoRR (2023)
Salman Khan, Izzeddin Teeti, Andrew Bradley, Mohamed Elhoseiny, Fabio Cuzzolin
A Hybrid Graph Network for Complex Activity Detection in Video. CoRR (2023)
Eleonora Giunchiglia, Mihaela Catalina Stoian, Salman Khan, Fabio Cuzzolin, Thomas Lukasiewicz
ROAD-R: the autonomous driving dataset with logical requirements. Mach. Learn. 112 (9) (2023)
Fabio Cuzzolin
The intersection probability: betting with probability intervals. CoRR (2022)
Christelle Langley, Bogdan-Ionut Cirstea, Fabio Cuzzolin, Barbara J. Sahakian
Editorial: Theory of Mind in Humans and in Machines. Frontiers Artif. Intell. 5 (2022)
Fath U. Min Ullah, Mohammad S. Obaidat, Khan Muhammad, Amin Ullah, Sung Wook Baik, Fabio Cuzzolin, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque
An intelligent system for complex violence pattern analysis and detection. Int. J. Intell. Syst. 37 (12) (2022)
Kaizhe Jin, Adrian Rubio-Solis, Ravi Naik, Tochukwu Onyeogulu, Amirul Islam, Salman Khan, Izzeddin Teeti, James Kinross, Daniel R. Leff, Fabio Cuzzolin, George Mylonas
Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning. CoRR (2022)
Izzeddin Teeti, Salman Khan, Ajmal Shahbaz, Andrew Bradley, Fabio Cuzzolin
Vision-based Intention and Trajectory Prediction in Autonomous Vehicles: A Survey. IJCAI (2022)
Eleonora Giunchiglia, Mihaela Catalina Stoian, Salman Khan, Fabio Cuzzolin, Thomas Lukasiewicz
ROAD-R: The Autonomous Driving Dataset with Logical Requirements. CoRR (2022)
Izzeddin Teeti, Valentina Musat, Salman Khan, Alexander Rast, Fabio Cuzzolin, Andrew Bradley
Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing. CoRR (2022)
Tochukwu Onyeogulu, Salman Khan, Izzeddin Teeti, Amirul Islam, Kaizhe Jin, Adrian Rubio-Solis, Ravi Naik, George Mylonas, Fabio Cuzzolin
Situation Awareness for Automated Surgical Check-listing in AI-Assisted Operating Room. CoRR (2022)
Aishwarya Agarwal, Biplab Banerjee, Fabio Cuzzolin, Subhasis Chaudhuri
Semantics-Driven Generative Replay for Few-Shot Class Incremental Learning. ACM Multimedia (2022)
Christelle Langley, Bogdan-Ionut Cirstea, Fabio Cuzzolin, Barbara J. Sahakian
Theory of Mind and Preference Learning at the Interface of Cognitive Science, Neuroscience, and AI: A Review. Frontiers Artif. Intell. 5 (2022)
Shireen Kudukkil Manchingal, Fabio Cuzzolin
Epistemic Deep Learning. CoRR (2022)
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops (2021)
Valentina Musat, Ivan Fursa, Paul Newman, Fabio Cuzzolin, Andrew Bradley
Multi-weather city: Adverse weather stacking for autonomous driving. ICCVW (2021)
Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Suman Saha, Kossar Jeddi Saravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Salman Khan, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin
ROAD: The ROad event Awareness Dataset for Autonomous Driving. CoRR (2021)
Wojtek Buczynski, Fabio Cuzzolin, Barbara J. Sahakian
A review of machine learning experiments in equity investment decision-making: why most published research findings do not live up to their promise in real life. Int. J. Data Sci. Anal. 11 (3) (2021)
Fabio Cuzzolin
A geometric approach to conditioning belief functions. CoRR (2021)
Ajmal Shahbaz, Salman Khan, Mohammad Asiful Hossain, Vincenzo Lomonaco, Kevin Cannons, Zhan Xu, Fabio Cuzzolin
International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines. CSSL (2021)
Salman Khan, Fabio Cuzzolin
Spatiotemporal Deformable Models for Long-Term Complex Activity Detection. CoRR (2021)
Salman Khan, Khan Muhammad, Tanveer Hussain, Javier Del Ser, Fabio Cuzzolin, Siddhartha Bhattacharyya, Zahid Akhtar, Victor Hugo C. de Albuquerque
DeepSmoke: Deep learning model for smoke detection and segmentation in outdoor environments. Expert Syst. Appl. 182 (2021)
Ajmal Shahbaz, Salman Khan, Mohammad Asiful Hossain, Vincenzo Lomonaco, Kevin Cannons, Zhan Xu, Fabio Cuzzolin
International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines. CoRR (2021)
Salman Khan, Fabio Cuzzolin
Spatiotemporal Deformable Scene Graphs for Complex Activity Detection. BMVC (2021)
R. Dinesh Jackson Samuel, Fabio Cuzzolin
SVD-GAN for Real-Time Unsupervised Video Anomaly Detection. BMVC (2021)
Vivek Singh Bawa, Gurkirt Singh, Francis Kaping'a, Inna Skarga-Bandurova, Elettra Oleari, Alice Leporini, Carmela Landolfo, Pengfei Zhao, Xi Xiang, Gongning Luo, Kuanquan Wang, Liangzhi Li, Bowen Wang, Shang Zhao, Li Li, Armando Stabile, Francesco Setti, Riccardo Muradore, Fabio Cuzzolin
The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods. CoRR (2021)
Fabio Cuzzolin
Uncertainty measures: The big picture. CoRR (2021)
R. Dinesh Jackson Samuel, Fabio Cuzzolin
Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder. CoRR (2021)
Aduen Benjumea, Izzeddin Teeti, Fabio Cuzzolin, Andrew Bradley
YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles. CoRR (2021)
R. Dinesh Jackson Samuel, Fabio Cuzzolin
Unsupervised Anomaly Detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS) Using a Deep Residual Autoencoder. IEEE Robotics Autom. Lett. 6 (4) (2021)
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Amhad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Avalanche: an End-to-End Library for Continual Learning. CoRR (2021)
Omkar Gune, Biplab Banerjee, Subhasis Chaudhuri, Fabio Cuzzolin
Generalized Zero-Shot Learning using Generated Proxy Unseen Samples and Entropy Separation. ACM Multimedia (2020)
Diana Mateus, Radu Horaud, David Knossow, Fabio Cuzzolin, Edmond Boyer
Articulated Shape Matching Using Laplacian Eigenfunctions and Unsupervised Point Registration. CoRR (2020)
Inna Skarga-Bandurova, Rostyslav Siriak, Tetiana Biloborodova, Fabio Cuzzolin, Vivek Singh Bawa, Mohamed Ibrahim Mohamed, R. Dinesh Jackson Samuel
Surgical Hand Gesture Prediction for the Operating Room. pHealth (2020)
Suman Saha, Gurkirt Singh, Fabio Cuzzolin
Two-Stream AMTnet for Action Detection. CoRR (2020)
Zhun-ga Liu, Yu Liu, Jean Dezert, Fabio Cuzzolin
Evidence Combination Based on Credal Belief Redistribution for Pattern Classification. IEEE Trans. Fuzzy Syst. 28 (4) (2020)
Neha Bhargava, Fabio Cuzzolin
Challenges and Opportunities for Computer Vision in Real-life Soccer Analytics. CoRR (2020)
Mohammad Asiful Hossain, Kevin Cannons, Daesik Jang, Fabio Cuzzolin, Zhan Xu
Video-Based Crowd Counting Using a Multi-scale Optical Flow Pyramid Network. ACCV (5) (2020)
Vivek Singh Bawa, Gurkirt Singh, Francis Kaping'a, Inna Skarga-Bandurova, Alice Leporini, Carmela Landolfo, Armando Stabile, Francesco Setti, Riccardo Muradore, Elettra Oleari, Fabio Cuzzolin
ESAD: Endoscopic Surgeon Action Detection Dataset. CoRR (2020)
Kurt Degiorgio, Fabio Cuzzolin
Spatio-Temporal Action Localization in a Weakly Supervised Setting. CoRR (2019)
Hong Zhu, Dongmei Liu, Ian Bayley, Rachel Harrison, Fabio Cuzzolin
Datamorphic Testing: A Methodology for Testing AI Applications. CoRR (2019)
Hong Zhu, Dongmei Liu, Ian Bayley, Rachel Harrison, Fabio Cuzzolin
Datamorphic Testing: A Method for Testing Intelligent Applications. AITest (2019)
Gurkirt Singh, Fabio Cuzzolin
Recurrent Convolutions for Causal 3D CNNs. ICCV Workshops (2019)
Silvio Olivastri, Gurkirt Singh, Fabio Cuzzolin
End-to-End Video Captioning. ICCV Workshops (2019)
Silvio Olivastri, Gurkirt Singh, Fabio Cuzzolin
An End-to-End Baseline for Video Captioning. CoRR (2019)
Valentina Fontana, Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Suman Saha, Fabio Cuzzolin
Action Detection from a Robot-Car Perspective. CoRR (2018)
Fabio Cuzzolin
Visions of a generalized probability theory. CoRR (2018)
Wenjuan Gong, Fabio Cuzzolin
A Belief-Theoretical Approach to Example-Based Pose Estimation. IEEE Trans. Fuzzy Syst. 26 (2) (2018)
Fabio Cuzzolin
Generalised Max Entropy Classifiers. BELIEF (2018)
Gurkirt Singh, Suman Saha, Fabio Cuzzolin
Predicting Action Tubes. CoRR (2018)
Fabio Cuzzolin
Belief likelihood function for generalised logistic regression. CoRR (2018)
Fabio Cuzzolin
General Geometry of Belief Function Combination. BELIEF (2018)
Harkirat S. Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip H. S. Torr
Incremental Tube Construction for Human Action Detection. BMVC (2018)
Gurkirt Singh, Suman Saha, Fabio Cuzzolin
TraMNet - Transition Matrix Network for Efficient Action Tube Proposals. CoRR (2018)
Gurkirt Singh, Suman Saha, Fabio Cuzzolin
TraMNet - Transition Matrix Network for Efficient Action Tube Proposals. ACCV (6) (2018)
Gurkirt Singh, Suman Saha, Fabio Cuzzolin
Predicting Action Tubes. ECCV Workshops (3) (2018)
Gurkirt Singh, Fabio Cuzzolin
Recurrence to the Rescue: Towards Causal Spatiotemporal Representations. CoRR (2018)
Gurkirt Singh, Suman Saha, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin
Online Real-Time Multiple Spatiotemporal Action Localisation and Prediction. ICCV (2017)
Harkirat S. Behl, Michael Sapienza, Gurkirt Singh, Suman Saha, Fabio Cuzzolin, Philip H. S. Torr
Incremental Tube Construction for Human Action Detection. CoRR (2017)
Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Nicolò Cesa-Bianchi
Active Incremental Recognition of Human Activities in a Streaming Context. Pattern Recognit. Lett. 99 (2017)
Suman Saha, Gurkirt Singh, Fabio Cuzzolin
AMTnet: Action-Micro-Tube Regression by End-to-end Trainable Deep Architecture. ICCV (2017)
Suman Saha, Gurkirt Singh, Fabio Cuzzolin
AMTnet: Action-Micro-Tube regression by end-to-end trainable deep architecture. CoRR (2017)
Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin
Spatio-temporal human action localisation and instance segmentation in temporally untrimmed videos. CoRR (2017)
Chunlai Zhou, Fabio Cuzzolin
The Total Belief Theorem. UAI (2017)
Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin
Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos. BMVC (2016)
Suman Saha, Gurkirt Singh, Michael Sapienza, Philip H. S. Torr, Fabio Cuzzolin
Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos. CoRR (2016)
Gurkirt Singh, Fabio Cuzzolin
Untrimmed Video Classification for Activity Detection: submission to ActivityNet Challenge. CoRR (2016)
Cristian Roman, Michael Sapienza, Peter Ball, Shumao Ou, Fabio Cuzzolin, Philip H. S. Torr
Heterogeneous wireless system testbed for remote image processing in automated vehicles. CSNDSP (2016)
Fabio Cuzzolin
Belief functions: Theory and applications (BELIEF 2014). Int. J. Approx. Reason. 72 (2016)
Rocco De Rosa, Ilaria Gori, Fabio Cuzzolin, Barbara Caputo, Nicolò Cesa-Bianchi
Active Learning for Online Recognition of Human Activities from Streaming Videos. CoRR (2016)
Fabio Cuzzolin, Diana Mateus, Radu Horaud
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies. Int. J. Comput. Vis. 112 (1) (2015)
Alessandro Antonucci, Rocco De Rosa, Alessandro Giusti, Fabio Cuzzolin
Robust classification of multivariate time series by imprecise hidden Markov models. Int. J. Approx. Reason. 56 (2015)
Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr
Learning Discriminative Space-Time Action Parts from Weakly Labelled Videos. Int. J. Comput. Vis. 110 (1) (2014)
Saumya Jetley, Fabio Cuzzolin
3D Activity Recognition Using Motion History and Binary Shape Templates. ACCV Workshops (1) (2014)
Rocco De Rosa, Nicolò Cesa-Bianchi, Ilaria Gori, Fabio Cuzzolin
Online Action Recognition via Nonparametric Incremental Learning. BMVC (2014)
Fabio Cuzzolin
$L_{p}$ Consonant Approximations of Belief Functions. IEEE Trans. Fuzzy Syst. 22 (2) (2014)
Fabio Cuzzolin, Michael Sapienza
Learning Pullback HMM Distances. IEEE Trans. Pattern Anal. Mach. Intell. 36 (7) (2014)
Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr
Feature sampling and partitioning for visual vocabulary generation on large action classification datasets. CoRR (2014)
Fabio Cuzzolin
Consistent transformations of belief functions. CoRR (2014)
Fabio Cuzzolin, Diana Mateus, Radu Horaud
Robust Temporally Coherent Laplacian Protrusion Segmentation of 3D Articulated Bodies. CoRR (2014)
Fabio Cuzzolin, Wenjuan Gong
Belief modeling regression for pose estimation. FUSION (2013)
Fabio Cuzzolin
Game-Theoretical Semantics of Epistemic Probability Transformations. Belief Functions (2012)
Michael Sapienza, Fabio Cuzzolin, Philip H. S. Torr
Learning discriminative space-time actions from weakly labelled videos. BMVC (2012)
Fabio Cuzzolin
On the relative belief transform. Int. J. Approx. Reason. 53 (5) (2012)
Fabio Cuzzolin
Generalizations of the Relative Belief Transform. Belief Functions (2012)
Al Ozonoff, Fabio Cuzzolin, Paul Snow
Special Issue on Information Fusion Applications to Human Health and Safety. Inf. Fusion 13 (2) (2012)
Fabio Cuzzolin
Consonant Approximations in the Belief Space. Belief Functions (2012)
Fabio Cuzzolin
On Consistent Approximations of Belief Functions in the Mass Space. ECSQARU (2011)
Fabio Cuzzolin
Credal Semantics of Bayesian Transformations in Terms of Probability Intervals. IEEE Trans. Syst. Man Cybern. Part B 40 (2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabio Cuzzolin