Rahul Gyawali

A CNN-transformer multimodal architecture for weakly-supervised audio-visual violence detection

Automated detection of violent events in surveillance-scale video is important for timely intervention, but frame-accurate labels are too costly to collect at scale. This has made weakly supervised learning from video-level labels the dominant paradigm. Most existing methods score short video snippets from a single mod...