Diego Resende Faria
Aston University
H-index: 25
Europe-United Kingdom
Top articles of Diego Resende Faria
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Causality from Bottom to Top: A Survey | arXiv | Abraham Itzhak Weinberg Cristiano Premebida Diego Resende Faria | 2024 |
Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation | Scientia Horticulturae | Jordan J Bird Chloe M Barnes Luis J Manso Anikó Ekárt Diego R Faria | 2022/2/5 |
Learning an augmentation strategy for sparse datasets | Image and Vision Computing | Renato B Arantes George Vogiatzis Diego R Faria | 2022/1/1 |
A Graph Neural Network to Model Disruption in Human-Aware Robot Navigation | Multimedia Tools and Applications | Pilar Bachiller Daniel Rodriguez-Criado Ronit R Jorvekar Pablo Bustos Diego R Faria | 2022/1 |
Reducing overconfidence predictions in autonomous driving perception | IEEE Access | Gledson Melotti Cristiano Premebida Jordan J Bird Diego R Faria Nuno Gonçalves | 2022/5/16 |
Synthetic Biological Signals Machine-generated by GPT-2 improve the Classification of EEG and EMG through Data Augmentation | IEEE Robotics and Automation Letters | Jordan J Bird Michael Pritchard Antonio Fratini Anikó Ekárt Diego R Faria | 2021/2/2 |
A study on CNN image classification of EEG Signals represented in 2D and 3D | Journal of Neural Engineering | Jordan J Bird Diego R Faria Luis J Manso Pedro PS Ayrosa Aniko Ekart | 2021/2/25 |
Electromyography Signal-based Gesture Recognition for Human-Machine Interaction in Real-Time through Model Calibration | Christos Dolopikos Michael Pritchard Jordan J. Bird Diego R. Faria | 2021 | |
Hand-Object Interaction: From Human Demonstrations to Robot Manipulation | Frontiers in Robotics and AI | Alessandro Carfì Timothy Patten Yingyi Kuang Ali Hammoud Mohamad Alameh | 2021/10/1 |
Chatbot Interaction with Artificial Intelligence: human data augmentation with T5 and language transformer ensemble for text classification | Journal of Ambient Intelligence and Humanized Computing | Jordan J Bird Anikó Ekárt Diego R Faria | 2023/4 |
Look and Listen: A Multi-modality Late Fusion Approach to Scene Classification for Autonomous Machines | Jordan J Bird Diego R Faria Cristiano Premebida Anikó Ekárt George Vogiatzis | 2020/10/24 | |
Optimisation of Phonetic Aware Speech Recognition through Multi-objective Evolutionary Algorithms | Expert Systems with Applications | Jordan J Bird Elizabeth Wanner Anikó Ekárt Diego R Faria | 2020/9/1 |
Goal Density-based Hindsight Experience Prioritization for Multi-Goal Robot Manipulation Reinforcement Learning | Yingyi Kuang Abraham Itzhak Weinberg George Vogiatzis Diego R Faria | 2020/8/31 | |
CSC-GAN: Cycle and semantic consistency for dataset augmentation | Renato B Arantes George Vogiatzis Diego R Faria | 2020 | |
Overcoming Data Scarcity in Speaker Identification: Dataset Augmentation with Synthetic MFCCs via Character-level RNN | Jordan J Bird Diego R Faria Cristiano Premebida Anikó Ekárt Pedro PS Ayrosa | 2020/4/15 | |
Towards AI-based Interactive Game Intervention to Monitor Concentration Levels in Children with Attention Deficit | International Journal of Information and Education Technology | Diego R Faria Jordan J Bird Cintia Daquana Jhonatan Kobylarz Pedro PS Ayrosa | 2020/9/1 |
rcGAN: Learning a generative model for arbitrary size image generation | Renato B Arantes George Vogiatzis Diego R Faria | 2020 | |
Graph Neural Networks for Human-aware Social Navigation | Luis J Manso Ronit R Jorvekar Diego R Faria Pablo Bustos Pilar Bachiller | 2021 | |
Thumbs Up, Thumbs Down: Non-verbal Human-Robot Interaction through Real-time EMG Classification via Inductive and Supervised Transductive Transfer Learning | Journal of Ambient Intelligence and Humanized Computing | Jhonatan Kobylarz Jordan J Bird Diego R Faria Eduardo Parente Ribeiro Anikó Ekárt | 2020/12 |
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity | arXiv preprint arXiv:2007.00659 | Jordan J Bird Diego R Faria Anikó Ekárt Cristiano Premebida Pedro PS Ayrosa | 2020/7/1 |
Co-Authors
