Search Results for author: Mona Ahmadian

Found 3 papers, 2 papers with code

FILS: Self-Supervised Video Feature Prediction In Semantic Language Space

no code implementations5 Jun 2024 Mona Ahmadian, Frank Guerin, Andrew Gilbert

Our goal is to achieve a more semantic video representation by leveraging the text related to the video content during the pretraining in a fully self-supervised manner.

MOFO: MOtion FOcused Self-Supervision for Video Understanding

1 code implementation23 Aug 2023 Mona Ahmadian, Frank Guerin, Andrew Gilbert

Despite the importance of motion in supervised learning techniques for action recognition, SSL methods often do not explicitly consider motion information in videos.

Action Classification Action Recognition +3

Heterogeneous Graph Learning for Acoustic Event Classification

1 code implementation5 Mar 2023 Amir Shirian, Mona Ahmadian, Krishna Somandepalli, Tanaya Guha

Heterogeneous graphs provide a compact, efficient, and scalable way to model data involving multiple disparate modalities.

Classification graph construction +1

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