855 citations · 1.2k across the 90 of their papers we have counts for
9 papers · 1 filter
Efficient Object-centric Representation Learning with Pre-trained Geometric Prior
Phúc H. Le Khac, Graham Healy, Alan F. Smeaton
This paper addresses key challenges in object-centric representation learning of video. While existing approaches struggle with complex scenes, we propose a novel weakly-supervised…
Generative Outpainting To Enhance the Memorability of Short-Form Videos
Alan Byju, Aman Sudhindra Ladwa, Lorin Sweeney +1
With the expanding use of the short-form video format in advertising, social media, entertainment, education and more, there is a need for such media to both captivate and be remem…
Back-filling Missing Data When Predicting Domestic Electricity Consumption From Smart Meter Data
Xianjuan Chen, Shuxiang Cai, Alan F. Smeaton
This study uses data from domestic electricity smart meters to estimate annual electricity bills for a whole year. We develop a method for back-filling data smart meter for up to s…
Capturing Bias Diversity in LLMs
Purva Prasad Gosavi, Vaishnavi Murlidhar Kulkarni, Alan F. Smeaton
This paper presents research on enhancements to Large Language Models (LLMs) through the addition of diversity in its generated outputs. Our study introduces a configuration of mul…
Intervention strategies for misinformation sharing on social media: A bibliometric analysis
Juanita Zainudin, Nazlena Mohamad Ali, Alan F. Smeaton +1
Widely distributed misinformation shared across social media channels is a pressing issue that poses a significant threat to many aspects of society's well-being. Inaccurate shared…
Understanding Foundation Models: Are We Back in 1924?
Alan F. Smeaton
This position paper explores the rapid development of Foundation Models (FMs) in AI and their implications for intelligence and reasoning. It examines the characteristics of FMs, i…