2 papers
cs.CV2026
Determined by User Needs: A Salient Object Detection Rationale Beyond Conventional Visual Stimuli
Chenglizhao Chen, Shujian Zhang, Luming Li +2
Existing \textbf{s}alient \textbf{o}bject \textbf{d}etection (SOD) methods adopt a \textbf{passive} visual stimulus-based rationale--objects with the strongest visual stimuli are p…
stat.ML2025
Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
Huy Nguyen, Pedram Akbarian, Trang Pham +3
The cosine router in Mixture of Experts (MoE) has recently emerged as an attractive alternative to the conventional linear router. Indeed, the cosine router demonstrates favorable…