1 code implementation • 11 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.
no code implementations • 1 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.