Kevin McGuinness
Dublin City University
H-index: 31
Europe-Ireland
Top articles of Kevin McGuinness
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning Saliency From Fixations | Yasser Abdelaziz Dahou Djilali Kevin McGuinness Noel O’Connor | 2024 | |
Drones and machine learning for habitat monitoring | Charmaine Cruz Jerome O'Connell James R Martin Philip M Perrin Kevin McGuinness | 2024/3/7 | |
Dataset Clustering for Improved Offline Policy Learning | arXiv preprint arXiv:2402.09550 | Qiang Wang Yixin Deng Francisco Roldan Sanchez Keru Wang Kevin McGuinness | 2024/2/14 |
Mapping artificial drains in peatlands—A national‐scale assessment of Irish raised bogs using sub‐meter aerial imagery and deep learning methods | Remote Sensing in Ecology and Conservation | Wahaj Habib Rémi Cresson Kevin McGuinness John Connolly | 2024 |
Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation: A Unified Approach | arXiv preprint arXiv:2311.16514 | Ayush K Rai Tarun Krishna Feiyan Hu Alexandru Drimbarean Kevin McGuinness | 2023/11/27 |
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data | Enric Moreu Eric Arazo Kevin McGuinness Noel E O'Connor | 2023/6/18 | |
Unifying Synergies between Self-supervised Learning and Dynamic Computation | arXiv preprint arXiv:2301.09164 | Tarun Krishna Ayush K Rai Alexandru Drimbarean Eric Arazo Paul Albert | 2023/1/22 |
Assessing the effectiveness of UAV data for accurate coastal dune habitat mapping | European Journal of Remote Sensing | Charmaine Cruz Jerome O’Connell Kevin McGuinness James R Martin Philip M Perrin | 2023/12/31 |
An ensemble deep learning approach for COVID-19 severity prediction using chest CT scans | Irish Machine Vision and Image Processing Conference 2023 | Sidra Aleem Mayug Maniparambil Suzanne Little Noel O'Connor Kevin McGuinness | 2023/5/17 |
Smart DCU Digital Twin: Advancing Towards an Immersive Environment | James B Fernandez Mani Dhingra Kevin McGuinness Kieran Mahon Jamie Cudden | 2023 | |
Learning and reusing primitive behaviours to improve Hindsight Experience Replay sample efficiency | arXiv preprint arXiv:2310.01827 | Francisco Roldan Sanchez Qiang Wang David Cordova Bulens Kevin McGuinness Stephen Redmond | 2023/10/3 |
Identifying expert behavior in offline training datasets improves behavioral cloning of robotic manipulation policies | IEEE Robotics and Automation Letters | Qiang Wang Robert McCarthy David Cordova Bulens Francisco Roldan Sanchez Kevin McGuinness | 2023/12/13 |
Fast and robust video-based exercise classification via body pose tracking and scalable multivariate time series classifiers | Data Mining and Knowledge Discovery | Ashish Singh Antonio Bevilacqua Thach Le Nguyen Feiyan Hu Kevin McGuinness | 2023/3 |
Improving the mapping of coastal invasive species using UAV imagery and deep learning | International Journal of Remote Sensing | Charmaine Cruz Kevin McGuinness Philip M Perrin Jerome O’Connell James R Martin | 2023/9/17 |
Enhancing clip with gpt-4: Harnessing visual descriptions as prompts | Mayug Maniparambil Chris Vorster Derek Molloy Noel Murphy Kevin McGuinness | 2023/7/21 | |
Cardiac Magnetic Resonance Phase Detection Using Neural Networks | Carles Garcia-Cabrera Kathleen M Curran Noel E O'Connor Kevin McGuinness | 2023/12/7 | |
Smart DCU Digital Twin: Towards Smarter Universities | Jaime B Fernandez Mani Dhingra Sukanya Mandal Noel E O’Connor Aphra Kerr | 2023/8/28 | |
Site-specific Deep Learning Path Loss Models based on the Method of Moments | Conor Brennan Kevin McGuinness | 2023/2/2 | |
TinyHD: efficient video saliency prediction with heterogeneous decoders using hierarchical maps distillation | Feiyan Hu Simone Palazzo Federica Proietto Salanitri Giovanni Bellitto Morteza Moradi | 2023 | |
Improving behavioural cloning with positive unlabeled learning | Qiang Wang Robert McCarthy David Cordova Bulens Kevin McGuinness Noel E O’Connor | 2023/12/2 |
Co-Authors
