3 papers
cs.CV2026
Evolving Layer-Specific Scalar Functions for Hardware-Aware Transformer Adaptation
Kieran Carrigg, Sigur de Vries, Amirhossein Sadough +1
Vision Transformers (ViTs) achieve state-of-the-art performance on challenging vision tasks, but their deployment on edge devices is severely hindered by the computational complexi…
cs.HC2026
When One Sensor Fails: Tolerating Dysfunction in Multi-Sensor Prototypes
Freek Hens, Amirhossein Sadough, Aleksa Bokšan +2
Surface electromyography (sEMG) sensors are widely used in human-computer interaction, yet the failure of a single sensor can compromise system usability. We propose a methodologic…
cs.LG2025
Real-Time Decorrelation-Based Anomaly Detection for Multivariate Time Series
Amirhossein Sadough, Mahyar Shahsavari, Mark Wijtvliet +1
Anomaly detection (AD) plays a vital role across a wide range of real-world domains by identifying data instances that deviate from expected patterns, potentially signaling critica…