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N. D'Iaz-Rodr'Iguez · SciRah

Researcher profile · Semantic Scholar

N. D'Iaz-Rodr'Iguez

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N. D'Iaz-Rodr'Iguez — researcher profile on SciRah

h-index: 11
Works: 17
Citations: 809

Most-cited papers

Don't forget, there is more than forgetting: new metrics for Continual Learning
N. D'Iaz-Rodr'Iguez, V. Lomonaco, David Filliat, D. Maltoni
2018arXiv.org220 citations
Semantic Scholar
Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey
T. Rojat, R. Puget, David Filliat, J. del Ser +2 more
2021arXiv.org195 citations
Semantic Scholar
Open-Ended Learning: A Conceptual Framework Based on Representational Redescription
S. Doncieux, David Filliat, N. D'Iaz-Rodr'Iguez, Timothy M. Hospedales +6 more
2018Front. Neurorobot.86 citations Open access
Semantic Scholar
DisCoRL: Continual Reinforcement Learning via Policy Distillation
Kalifou René Traoré, H. Caselles-Dupré, Timothée Lesort, Te Sun +3 more
2019arXiv.org68 citations
Semantic Scholar
Decoupling feature extraction from policy learning: assessing benefits of state representation learning in goal based robotics
A. Raffin, Ashley Hill, René Traoré, Timothée Lesort +2 more
2018arXiv.org63 citations
Semantic Scholar
Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer
Kalifou René Traoré, H. Caselles-Dupré, Timothée Lesort, Te Sun +2 more
2019arXiv.org48 citations
Semantic Scholar
Towards Explainable Neural-Symbolic Visual Reasoning
Adrien Bennetot, J. Laurent, Raja Chatila, N. D'Iaz-Rodr'Iguez
2019NeSy@IJCAI47 citations
Semantic Scholar
S-RL Toolbox: Environments, Datasets and Evaluation Metrics for State Representation Learning
A. Raffin, Ashley Hill, Kalifou René Traoré, Timothée Lesort +2 more
2018arXiv.org35 citations
Semantic Scholar
A Practical Guide on Explainable Ai Techniques Applied on Biomedical Use Case Applications
Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, M. Dragoni +9 more
2021Social Science Research Network16 citations Open access
Semantic Scholar
Deep unsupervised state representation learning with robotic priors: a robustness analysis
Timothée Lesort, Mathieu Seurin, Xinrui Li, N. D'Iaz-Rodr'Iguez +1 more
2019IEEE International Joint Conference on Neural Network16 citations Open access
Semantic Scholar
Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models
Pranav Agarwal, Alejandro Betancourt, V. Panagiotou, N. D'Iaz-Rodr'Iguez
2020International Conference on Learning Representations12 citations
Semantic Scholar
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective Optimization
J. del Ser, Alejandro Barredo-Arrieta, N. D'Iaz-Rodr'Iguez, Francisco Herrera +1 more
2022arXiv.org4 citations Open access
Semantic Scholar
Aligning Trustworthy AI with Democracy: A Dual Taxonomy of Opportunities and Risks
Oier Mentxaka, N. D'Iaz-Rodr'Iguez, Mark Coeckelbergh, Marcos L'opez de Prado +4 more
2025arXiv.org3 citations
Semantic Scholar
Questioning causality on sex, gender and COVID-19, and identifying bias in large-scale data-driven analyses: the Bias Priority Recommendations and Bias Catalog for Pandemics
N. D'Iaz-Rodr'Iguez, Ruta Binkyte-Sadauskiene, Wafae Bakkali, Sannidhi Bookseller +3 more
2021arXiv.org1 citations
Semantic Scholar
POAR: Efficient Policy Optimization via Online Abstract State Representation Learning
Zhao-Run Chen, Siqi Fan, Yuan Tan, Liang Gong +5 more
20210 citations
Semantic Scholar
Neural-symbolic Learning and Reasoning 1 Executive Summary 52 14381 – Neural-symbolic Learning and Reasoning on Extracting Rules For: Enriching Ontological Knowledge Bases, Complementing Heterogeneous Sources of Information, Empowering the Reasoning Process Dreaming and Consciousness in Deep Neural-
A. S. d'Avila Garcez, Marco Gori, P. Hitzler, L. Lamb +80 more
0 citations
Semantic Scholar
Learnable Masks for Time Series Explainability using Time-Frequency Representations
TheresaDahlFrehr, Thea Br ̈usch, T. Alstrøm, T. Rojat +5 more
0 citations
Semantic Scholar

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