Understanding Videos in the Real World: Faster and with Limited Data

Lead Research Organisation: University of Edinburgh
Department Name: Sch of Informatics

Abstract

Principal goal for project:
Better understanding of videos in real-world scenarios.
Research project:
The core of my PhD revolves around understanding videos in the real world. This would include settings with limited data . Examples of such settings are the zero-shot and few-shot settings. Also, since video understanding models such as action recognition are extremely expensive to train and execute, I also look at the possibility of speeding up action recognition models.

Publications

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Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/S023208/1 01/10/2019 31/03/2028
2270373 Studentship EP/S023208/1 16/09/2019 30/09/2023 Shreyank Narayana Gowda