ダニロ ヴァルガス ヴァスコンセロス

k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis. 

IEEE Transactions on Neural Networks and Learning Systems 2025年  査読有り最終著者

Improving robustness for vision transformer with a simple dynamic scanning augmentation. 

Neurocomputing 565 127000-127000 2024年1月  

Magnum: Tackling high-dimensional structures with self-organization. 

Neurocomputing 550 126508-126508 2023年  

A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning. 

IEEE Access 11 81033-81070 2023年  

Continual General Chunking Problem and SyncMap. 

Proceedings of the AAAI21 10006-10014 2021年  査読有り

One Pixel Attack for Fooling Deep Neural Networks 

IEEE Transactions on Evolutionary Computation 23(5) 828-841 2019年10月  査読有り

Spectrum-Diverse Neuroevolution With Unified Neural Models 

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 28(8) 1759-1773 2017年8月  査読有り

Novelty-organizing team of classifiers in noisy and dynamic environments 

IEEE Congress on Evolutionary Computation (CEC) 2015 2937-2944 2015年9月10日  査読有り

Self organizing classifiers and niched fitness 

GECCO 2013 - Proceedings of the 2013 Genetic and Evolutionary Computation Conference 1109-1116 2013年  査読有り