4 papers
Sparse Attention to Emotion: Efficient Facial Emotion Recognition via Token Reduction
Aya Manel Zitouni, Aicha Zenakhri, Karim Haroun +1
Facial Emotion Recognition (FER) is an important task that has significant implications across various fields such as biometrics, health, and human-computer interaction. Current Vi…
Multimodal Ambivalence and Hesitancy Recognition via Cross-Attention and Gated Fusion
Oussama Berhili, Yassine Ouzar, Larbi Boubchir
We present a multimodal framework for Ambivalence/Hesitancy (A/H) recognition in video, developed for the ABAW11 challenge at ECCV 2026. The proposed approach fuses textual, acoust…
Efficient Deep Learning for Biometrics: Overview, Challenges and Trends in Ear of Frugal AI
Karim Haroun, Aya Zitouni, Aicha Zenakhri +2
Recent advances in deep learning, whether on discriminative or generative tasks have been beneficial for various applications, among which security and defense. However, their incr…
Artificial Intelligence for Infectious Disease Prediction and Prevention: A Comprehensive Review
Selestine Melchane, Youssef Elmir, Farid Kacimi +1
Artificial Intelligence (AI) and infectious diseases prediction have recently experienced a common development and advancement. Machine learning (ML) apparition, along with deep le…