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cs.CV2026
DnA: Denoising Attention for Visual Tasks
Ron Campos, Subhajit Maity, Xin Li +2
The softmax activation in multihead attention (MHA) is the de facto standard for attention-based models in visual perception tasks. However, standard softmax can produce noisy atte…
cs.CV2025
Intelligent Image Sensing for Crime Analysis: A ML Approach towards Enhanced Violence Detection and Investigation
Aritra Dutta, Pushpita Boral, G Suseela
The increasing global crime rate, coupled with substantial human and property losses, highlights the limitations of traditional surveillance methods in promptly detecting diverse a…