Cuzzolin, Fabio
- Avalanche: an End-to-End Library for Continual Learning
2021/04/01 by Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea +25 · 8 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Online Real-time Multiple Spatiotemporal Action Localisation and Prediction
2016/11/25 by Singh, Gurkirt, Saha, Suman, Sapienza, Michael +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- YOLO-Z: Improving small object detection in YOLOv5 for autonomous vehicles
2021/12/22 by Aduen Benjumea, Benjumea, Aduen, Izzeddin Teeti +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Visual Attention and Saliency Detection #Age of Information Optimization
- Unsupervised anomaly detection for a Smart Autonomous Robotic Assistant Surgeon (SARAS)using a deep residual autoencoder
2021/04/22 by Samuel, Dinesh Jackson, Cuzzolin, Fabio · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- The SARAS Endoscopic Surgeon Action Detection (ESAD) dataset: Challenges and methods
2021/04/07 by Vivek Singh Bawa, Bawa, Vivek Singh, Gurkirt Singh +35 · 2 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Soft Robotics and Applications #Surgical Simulation and Training
- Credal Learning Theory
2024/02/01 by Michele Caprio, M. Sultana, Caprio, Michele +5 · 3 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Education and Critical Thinking Development #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification
2024/05/23 by Kaizheng Wang, Fabio Cuzzolin, Wang, Kaizheng +7 · 3 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
- Deep Learning for Detecting Multiple Space-Time Action Tubes in Videos
2016/08/04 by Saha, Suman, Singh, Gurkirt, Sapienza, Michael +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks
2024/01/10 by Wang, Kaizheng, Shariatmadar, Keivan, Manchingal, Shireen Kudukkil +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ESAD: Endoscopic Surgeon Action Detection Dataset
2020/06/12 by Vivek Singh Bawa, Gurkirt Singh, Bawa, Vivek Singh +19 · 1 citation
Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Simulation-Based Education in Healthcare #Surgical Simulation and Training
- ROAD-Waymo: A Large-Scale Action Awareness Dataset for Autonomous Driving
2024/11/03 by Salman Khan, Khan, Salman, Izzeddin Teeti +13 · 2 citations
Psychology · Engineering · #Human-Automation Interaction and Safety #Autonomous Vehicle Technology and Safety #Social Robot Interaction and HRI
- ASTRA: A Scene-aware TRAnsformer-based model for trajectory prediction
2025/01/16 by Izzeddin Teeti, A. Tony Thomas, Teeti, Izzeddin +12 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Random-Set Neural Networks (RS-NN)
2023/07/11 by Manchingal, Shireen Kudukkil, Mubashar, Muhammad, Wang, Kaizheng +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'
2025/05/08 by Shireen Kudukkil Manchingal, Manchingal, Shireen Kudukkil, Andrew Bradley +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Generalized Decision Focused Learning under Imprecise Uncertainty--Theoretical Study
2025/02/25 by Keivan Shariatmadar, Neil Yorke‐Smith, Shariatmadar, Keivan +9 · 1 citation
Decision Sciences · #68T37 90C70 49N30 #F.4 #FOS: Computer and information sciences #FOS: Mathematics #G.3 #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Probability (math.PR)