Marras, Mirko
- FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data
2023/11/17 by Pietro Melzi, Melzi, Pietro, Rubén Tolosana +91 · 9 citations
Computer Science · #Face recognition and analysis #Biometric Identification and Security
- Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data
2024/04/16 by Ivan DeAndres-Tame, DeAndres-Tame, Ivan, Rubén Tolosana +112 · 10 citations
Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dictionary Attacks on Speaker Verification
2022/04/24 by Mirko Marras, Marras, Mirko, Paweł Korus +5 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path Quality
2022/09/11 by Balloccu, Giacomo, Boratto, Ludovico, Fenu, Gianni +1 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems
2023/08/23 by Ludovico Boratto, Francesco� Fabbri, Boratto, Ludovico +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data
2024/12/02 by Ivan DeAndres-Tame, Rubén Tolosana, DeAndres-Tame, Ivan +114 · 5 citations
Computer Science · #Face recognition and analysis #Domain Adaptation and Few-Shot Learning
- Explaining Bias in Deep Face Recognition via Image Characteristics
2022/08/23 by Andrea Atzori, Atzori, Andrea, Gianni Fenu +3 · 1 citation
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Face and Expression Recognition #Face recognition and analysis
- Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design
2022/12/17 by Vinitra Swamy, Swamy, Vinitra, Sijia Du +5 · 1 citation
Computer Science · #Online Learning and Analytics #Explainable Artificial Intelligence (XAI)
- Generalisable Methods for Early Prediction in Interactive Simulations for Education
2022/07/04 by Jade Maï Cock, Mirko Marras, Cock, Jade Maï +5 · 1 citation
Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Machine Learning and Data Classification #Online Learning and Analytics
- GNNUERS: Fairness Explanation in GNNs for Recommendation via Counterfactual Reasoning
2023/04/12 by Giacomo Medda, Medda, Giacomo, Francesco� Fabbri +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
- The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition
2024/09/04 by Atzori, Andrea, Cosseddu, Pietro, Fenu, Gianni +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph
2023/10/25 by Balloccu, Giacomo, Boratto, Ludovico, Cancedda, Christian +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Robustness in Fairness against Edge-level Perturbations in GNN-based Recommendation
2024/01/24 by Ludovico Boratto, Boratto, Ludovico, Francesco Fabbri +7 · 1 citation
Computer Science · Psychology · #FOS: Computer and information sciences #Identity, Memory, and Therapy #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs
2022/07/01 by Vinitra Swamy, Swamy, Vinitra, Bahar Radmehr +7 · 1 citation
Computer Science · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Online Learning and Analytics
- If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces
2024/04/04 by Andrea Atzori, Fadi Boutros, Atzori, Andrea +7 · 1 citation
Computer Science · #Face recognition and analysis