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Site-specific Deep Learning Path Loss Models based on the Method of Moments


Feb 02, 2023
Conor Brennan, Kevin McGuinness

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* EuCAP 2023 

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Behaviour Discriminator: A Simple Data Filtering Method to Improve Offline Policy Learning


Jan 27, 2023
Qiang Wang, Robert McCarthy, David Cordova Bulens, Kevin McGuinness, Noel E. O'Connor, Francisco Roldan Sanchez, Stephen J. Redmond

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Unifying Synergies between Self-supervised Learning and Dynamic Computation


Jan 22, 2023
Tarun Krishna, Ayush K Rai, Alexandru Drimbarean, Alan F Smeaton, Kevin McGuinness, Noel E O'Connor

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TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation


Jan 11, 2023
Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness

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* WACV2023 

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Motion Aware Self-Supervision for Generic Event Boundary Detection


Oct 12, 2022
Ayush K. Rai, Tarun Krishna, Julia Dietlmeier, Kevin McGuinness, Alan F. Smeaton, Noel E. O'Connor

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* Accepted in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 

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Is your noise correction noisy? PLS: Robustness to label noise with two stage detection


Oct 10, 2022
Paul Albert, Eric Arazo, Tarun Kirshna, Noel E. O'Connor, Kevin McGuinness

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* 9 pages 4 figures 

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BaseTransformers: Attention over base data-points for One Shot Learning


Oct 05, 2022
Mayug Maniparambil, Kevin McGuinness, Noel O'Connor

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* Paper accepted at British Machine Vision Conference 2022 

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Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets


Oct 03, 2022
Sidra Aleem, Teerath Kumar, Suzanne Little, Malika Bendechache, Rob Brennan, Kevin McGuinness

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* Our paper is accepted at 24th Irish Machine Vision and Image Processing (IMVIP) Conference, Belfast. Paper got BCS NI Best Poster Presentation Award and copy of proceeding is at https://imvipconference.github.io/IMVIP2022_Proceedings.pdf 

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Hierarchical reinforcement learning for in-hand robotic manipulation using Davenport chained rotations


Oct 03, 2022
Francisco Roldan Sanchez, Qiang Wang, David Cordova Bulens, Kevin McGuinness, Stephen Redmond, Noel O'Connor

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* 11 pages, 3 figures, 2 tables, submitted to AICS 2022 

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Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers


Oct 02, 2022
Ashish Singh, Antonio Bevilacqua, Thach Le Nguyen, Feiyan Hu, Kevin McGuinness, Martin OReilly, Darragh Whelan, Brian Caulfield, Georgiana Ifrim

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