Search Results for author: Bahareh Nakisa

Found 2 papers, 1 papers with code

Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features

1 code implementation11 Aug 2023 Angus Maiden, Bahareh Nakisa

Our method leverages this relationship through knowledge distillation and a novel Predictive Sorting Memory Replay, to achieve the current state-of-the-art in continual learning for complex facial expression recognition, with 74. 28% Overall Accuracy on new classes.

Continual Learning Emotion Recognition +3

ECG-Based Driver Stress Levels Detection System Using Hyperparameter Optimization

no code implementations1 Jan 2021 Mohammad Naim Rastgoo, Bahareh Nakisa, Andry Rakotonirainy, Frederic Maire, Vinod Chandran

Our approach is to propose a framework based on Particle Swarm Optimization algorithm (PSO) to select an optimal/near optimal windowing hyperparameters values.

Hyperparameter Optimization

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