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Kevin McGuinness

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

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

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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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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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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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Towards advanced robotic manipulation

Sep 26, 2022
Francisco Roldan Sanchez, Stephen Redmond, Kevin McGuinness, Noel O'Connor

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Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts

Sep 20, 2022
Carles Garcia-Cabrera, Eric Arazo, Kathleen M. Curran, Noel E. O'Connor, Kevin McGuinness

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