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João Gante
João Gante
Hugging Face
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Deep learning architectures for accurate millimeter wave positioning in 5G
J Gante, G Falcao, L Sousa
Neural Processing Letters 51 (1), 487-514, 2020
572020
Dethroning GPS: Low-power accurate 5G positioning systems using machine learning
J Gante, L Sousa, G Falcao
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (2 …, 2020
502020
Beamformed fingerprint learning for accurate millimeter wave positioning
J Gante, G Falcão, L Sousa
2018 IEEE 88th Vehicular Technology Conference (VTC-Fall), 1-5, 2018
292018
Data-aided fast beamforming selection for 5G
J Gante, G Falciao, L Sousa
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
152018
Uncertainty estimation via Monte Carlo dropout in CNN-based mmWave MIMO localization
MAM Sadr, J Gante, B Champagne, G Falcao, L Sousa
IEEE Signal Processing Letters 29, 269-273, 2021
122021
Enhancing beamformed fingerprint outdoor positioning with hierarchical convolutional neural networks
J Gante, G Falcão, L Sousa
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
92019
High-level designs of complex fir filters on fpgas for the ska
H Wang, J Gante, M Zhang, G Falcão, L Sousa, O Sinnen
2016 IEEE 18th International Conference on High Performance Computing and …, 2016
92016
On Forecasting Project Activity Durations with Neural Networks
P Zachares, V Hovhannisyan, C Ledezma, J Gante, A Mosca
International Conference on Engineering Applications of Neural Networks, 103-114, 2022
52022
Machine learning model attribution challenge
E Merkhofer, D Chaudhari, HS Anderson, K Manville, L Wong, J Gante
arXiv preprint arXiv:2302.06716, 2023
42023
Power efficient mimo sc-fde transmission using magnitude modulation techniques
J Gante, M Gomes, R Dinis, V Silva, F Cercas
2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall), 1-5, 2014
42014
How to calibrate your neural network classifier: getting true probabilities from a classification model
N Culakova, D Murphy, J Gante, C Ledezma, V Hovhannisyan, A Mosca
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
22020
Towards an enhanced frequency reuse: Base station cooperation with turbo frequency domain receivers
J Gante, M Gomes, R Dinis, V Silva
2015 IEEE International Conference on Communications (ICC), 2786-2790, 2015
22015
Clustered Multiuser Detection Using SC-FDE Transmission with Iterative Receivers
J Gante, M Gomes, R Dinis, V Silva
2015 IEEE 81st Vehicular Technology Conference (VTC Spring), 1-5, 2015
12015
The Interplay Between Positioning and Beamforming in Millimeter Wave Communications
JFC Gante
INSTITUTO SUPERIOR TÉCNICO, 2020
2020
IB-DFE Techniques Applied to Multi-Antenna Systems
JFC Gante
PQDT-Global, 2014
2014
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