Agustin Martin Picard
- COCKATIEL: COntinuous Concept ranKed ATtribution with Interpretable ELements for explaining neural net classifiers on NLP tasks
2023/05/11 by Fanny Jourdan, Agustin Martin Picard, Jourdan, Fanny +9 · 5 citations
Computer Science · Materials Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning in Materials Science #Topic Modeling
- An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures
2025/01/14 by Thibaut Boissin, Boissin, Thibaut, Franck Mamalet +10 · 2 voices · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.NE
- ConSim: Measuring Concept-Based Explanations' Effectiveness with Automated Simulatability
2025/01/10 by Antonin Poché, Alon Jacovi, Poché, Antonin +7 · 1 voice · 1 citation
#cs.CL