Uday Kamal*

Efficient Learning of Event-based Dense Representation using Hierarchical Memories with Adaptive Update

"Leveraging the high temporal resolution of an event-based camera requires highly efficient event-by-event processing. However, dense prediction tasks require explicit pixel-level association, which is challenging for event-based processing frameworks. Existing works aggregate the events into a stat…