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Eric Arazo

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Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image Segmentation

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Apr 09, 2024
Sidra Aleem, Fangyijie Wang, Mayug Maniparambil, Eric Arazo, Julia Dietlmeier, Kathleen Curran, Noel E. O'Connor, Suzanne Little

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ConvLoRA and AdaBN based Domain Adaptation via Self-Training

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Feb 07, 2024
Sidra Aleem, Julia Dietlmeier, Eric Arazo, Suzanne Little

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Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data

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Jul 22, 2023
Enric Moreu, Eric Arazo, Kevin McGuinness, Noel E. O'Connor

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Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention

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Jul 20, 2023
Enric Moreu, Eric Arazo, Kevin McGuinness, Noel E. O'Connor

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

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

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Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts

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

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Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasets

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Jul 18, 2022
Paul Albert, Eric Arazo, Noel E. O'Connor, Kevin McGuinness

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Segmentation Enhanced Lameness Detection in Dairy Cows from RGB and Depth Video

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Jun 09, 2022
Eric Arazo, Robin Aly, Kevin McGuinness

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How Important is Importance Sampling for Deep Budgeted Training?

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Oct 27, 2021
Eric Arazo, Diego Ortego, Paul Albert, Noel E. O'Connor, Kevin McGuinness

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Addressing out-of-distribution label noise in webly-labelled data

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Oct 26, 2021
Paul Albert, Diego Ortego, Eric Arazo, Noel O'Connor, Kevin McGuinness

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