Search Results for author: Paul Devos

Found 4 papers, 0 papers with code

Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition

no code implementations26 Apr 2024 Houtan Ghaffari, Paul Devos

Transferring the weights of a pre-trained model to assist another task has become a crucial part of modern deep learning, particularly in data-scarce scenarios.

Transfer Learning

EEG decoding with conditional identification information

no code implementations21 Mar 2024 Pengfei Sun, Jorg De Winne, Paul Devos, Dick Botteldooren

Decoding EEG signals is crucial for unraveling human brain and advancing brain-computer interfaces.

EEG Eeg Decoding

Delayed Memory Unit: Modelling Temporal Dependency Through Delay Gate

no code implementations23 Oct 2023 Pengfei Sun, Jibin Wu, Malu Zhang, Paul Devos, Dick Botteldooren

Recurrent Neural Networks (RNNs) are renowned for their adeptness in modeling temporal dependencies, a trait that has driven their widespread adoption for sequential data processing.

Gesture Recognition Sequential Image Classification +2

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