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20142026
most citedContrastive Representation Learning: A Framework and Review

855 citations · 941 across the 19 of their papers we have counts for

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Showing 2020Show all

5 papers · 1 filter

cs.MM2020

Investigating Memorability of Dynamic Media

Phuc H. Le-Khac, Ayush K. Rai, Graham Healy +2

The Predicting Media Memorability task in MediaEval'20 has some challenging aspects compared to previous years. In this paper we identify the high-dynamic content in videos and dat…

cs.MM2020

Leveraging Audio Gestalt to Predict Media Memorability

Lorin Sweeney, Graham Healy, Alan F. Smeaton

Memorability determines what evanesces into emptiness, and what worms its way into the deepest furrows of our minds. It is the key to curating more meaningful media content as we w…

cs.LG2020★ 855 cited

Contrastive Representation Learning: A Framework and Review

Phuc H. Le-Khac, Graham Healy, Alan F. Smeaton

Contrastive Learning has recently received interest due to its success in self-supervised representation learning in the computer vision domain. However, the origins of Contrastive…

cs.MM2020★ 5 cited

Keystroke Dynamics as Part of Lifelogging

Alan F. Smeaton, Naveen Garaga Krishnamurthy, Amruth Hebbasuru Suryanarayana

In this paper we present the case for including keystroke dynamics in lifelogging. We describe how we have used a simple keystroke logging application called Loggerman, to create a…

cs.CV2020★ 2 cited

A Neuro-AI Interface for Evaluating Generative Adversarial Networks

Zhengwei Wang, Qi She, Alan F. Smeaton +2

Generative adversarial networks (GANs) are increasingly attracting attention in the computer vision, natural language processing, speech synthesis and similar domains. However, eva…