Kevin McGuinness
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
55
Venues
17
Active years
2008–2024
Best venue rank
A*
Where they publish
Papers
55 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | CVPR | Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach. | Ayush K. Rai, Tarun Krishna, Feiyan Hu, Alexandru Drimbarean, Kevin McGuinness, Alan F. Smeaton, Noel E. O'Connor |
| 2024 | ECCV | An Accurate Detection Is Not All You Need to Combat Label Noise in Web-Noisy Datasets. | Paul Albert, Jack Valmadre, Eric Arazo, Tarun Krishna, Noel E. O'Connor, Kevin McGuinness |
| 2024 | WACV | Learning Saliency From Fixations. | Yasser Abdelaziz Dahou Djilali, Kevin McGuinness, Noel E. O'Connor |
| 2023 | BMVC | Vision Transformers are Inherently Saliency Learners. | Yasser Abdelaziz Dahou Djilali, Kevin McGuinness, Noel E. O'Connor |
| 2023 | BMVC | Unifying Synergies between Self-supervised Learning and Dynamic Computation. | Tarun Krishna, Ayush K. Rai, Alexandru Drimbarean, Eric Arazo, Paul Albert, Alan F. Smeaton, Kevin McGuinness, Noel E. O'Connor |
| 2023 | CoRL | Improving Behavioural Cloning with Positive Unlabeled Learning. | Qiang Wang, Robert McCarthy, David Cordova Bulens, Kevin McGuinness, Noel E. O'Connor, Francisco Roldan Sanchez, Nico Grtler, Felix Widmaier, Stephen J. Redmond |
| 2023 | IJCNN | Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data. | Enric Moreu, Eric Arazo, Kevin McGuinness, Noel E. O'Connor |
| 2023 | WACV | Is your noise correction noisy? PLS: Robustness to label noise with two stage detection. | Paul Albert, Eric Arazo, Tarun Krishna, Noel E. O'Connor, Kevin McGuinness |
| 2023 | WACV | TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation. | Feiyan Hu, Simone Palazzo, Federica Proietto Salanitri, Giovanni Bellitto, Morteza Moradi, Concetto Spampinato, Kevin McGuinness |
| 2023 | WACV | Motion Aware Self-Supervision for Generic Event Boundary Detection. | Ayush K. Rai, Tarun Krishna, Julia Dietlmeier, Kevin McGuinness, Alan F. Smeaton, Noel E. O'Connor |
| 2022 | BMVC | BaseTransformers: Attention over base data-points for One Shot Learning. | Mayug Maniparambil, Kevin McGuinness, Noel E. O'Connor |
| 2022 | CBMI | A Fine Grained Quality Assessment of Video Anomaly Detection. | Jiang Zhou, Kevin McGuinness, Joseph Antony, Noel E. O'Connor |
| 2022 | CVPR | Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation. | Paul Albert, Mohamed Saadeldin, Badri Narayanan, Brian Mac Namee, Deirdre Hennessy, Noel E. O'Connor, Kevin McGuinness |
| 2022 | ECCV | Embedding Contrastive Unsupervised Features to Cluster In- And Out-of-Distribution Noise in Corrupted Image Datasets. | Paul Albert, Eric Arazo, Noel E. O'Connor, Kevin McGuinness |
| 2022 | ICASSP | Pixinwav: Residual Steganography for Hiding Pixels in Audio. | Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Gir-i-Nieto |
| 2022 | ICIP | Evaluation of Automatically Generated Video Captions Using Vision and Language Models. | Luis Lebron, Yvette Graham, Noel E. O'Connor, Kevin McGuinness |
| 2022 | LREC | BERTHA: Video Captioning Evaluation Via Transfer-Learned Human Assessment. | Luis Lebron, Yvette Graham, Kevin McGuinness, Konstantinos Kouramas, Noel E. O'Connor |
| 2022 | WACV | Addressing out-of-distribution label noise in webly-labelled data. | Paul Albert, Diego Ortego, Eric Arazo, Noel E. O'Connor, Kevin McGuinness |
| 2022 | WACV | Improving Person Re-Identification with Temporal Constraints. | Julia Dietlmeier, Feiyan Hu, Frances Ryan, Noel E. O'Connor, Kevin McGuinness |
| 2021 | BMVC | How Important is Importance Sampling for Deep Budgeted Training? | Eric Arazo, Diego Ortego, Paul Albert, Noel E. O'Connor, Kevin McGuinness |
| 2021 | CVPR | Multi-Objective Interpolation Training for Robustness To Label Noise. | Diego Ortego, Eric Arazo, Paul Albert, Noel E. O'Connor, Kevin McGuinness |
| 2021 | ICASSP | Unsupervised Contrastive Learning of Sound Event Representations. | Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra |
| 2021 | ICCV | Rethinking 360° Image Visual Attention Modelling with Unsupervised Learning. | Yasser Abdelaziz Dahou Djilali, Tarun Krishna, Kevin McGuinness, Noel E. O'Connor |
| 2021 | IJCNN | ReLaB: Reliable Label Bootstrapping for Semi-Supervised Learning. | Paul Albert, Diego Ortego, Eric Arazo, Noel E. O'Connor, Kevin McGuinness |
| 2020 | ICPR | ATSal: An Attention Based Architecture for Saliency Prediction in 360$^\circ $ Videos. | Yasser Dahou, Marouane Tliba, Kevin McGuinness, Noel E. O'Connor |
| 2020 | ICPR | How important are faces for person re-identification? | Julia Dietlmeier, Joseph Antony, Kevin McGuinness, Noel E. O'Connor |
| 2020 | ICPR | FastSal: a Computationally Efficient Network for Visual Saliency Prediction. | Feiyan Hu, Kevin McGuinness |
| 2020 | ICPR | Towards Robust Learning with Different Label Noise Distributions. | Diego Ortego, Eric Arazo, Paul Albert, Noel E. O'Connor, Kevin McGuinness |
| 2020 | IJCNN | Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning. | Eric Arazo, Diego Ortego, Paul Albert, Noel E. O'Connor, Kevin McGuinness |
| 2019 | BMVC | Simple vs complex temporal recurrences for video saliency prediction. | Panagiotis Linardos, Eva Mohedano, Juan Jos Nieto, Noel E. O'Connor, Xavier Gir-i-Nieto, Kevin McGuinness |
| 2019 | CBMI | On guiding video object segmentation. | Diego Ortego, Kevin McGuinness, Juan C. SanMiguel, Eric Arazo, Jos M. Martnez, Noel E. O'Connor |
| 2019 | CVPR | WAV2PIX: Speech-conditioned Face Generation using Generative Adversarial Networks. | Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Gir-i-Nieto |
| 2019 | ICASSP | Wav2Pix: Speech-conditioned Face Generation Using Generative Adversarial Networks. | Amanda Cardoso Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Gir-i-Nieto |
| 2019 | ICIAP | An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval. | Federico Magliani, Kevin McGuinness, Eva Mohedano, Andrea Prati |
| 2019 | ICML | Unsupervised Label Noise Modeling and Loss Correction. | Eric Arazo, Diego Ortego, Paul Albert, Noel E. O'Connor, Kevin McGuinness |
| 2019 | MMM | Exploring the Impact of Training Data Bias on Automatic Generation of Video Captions. | Alan F. Smeaton, Yvette Graham, Kevin McGuinness, Noel E. O'Connor, Sen Quinn, Eric Arazo Sanchez |
| 2018 | CBMI | Saliency Weighted Convolutional Features for Instance Search. | Eva Mohedano, Kevin McGuinness, Xavier Gir-i-Nieto, Noel E. O'Connor |
| 2018 | CVPR | People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting. | Mark Marsden, Kevin McGuinness, Suzanne Little, Ciara E. Keogh, Noel E. O'Connor |
| 2018 | ECCV | PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks. | Marc Assens, Xavier Gir-i-Nieto, Kevin McGuinness, Noel E. O'Connor |
| 2018 | MMM | A Text Recognition and Retrieval System for e-Business Image Management. | Jiang Zhou, Kevin McGuinness, Noel E. O'Connor |
| 2017 | AVSS | ResnetCrowd: A residual deep learning architecture for crowd counting, violent behaviour detection and crowd density level classification. | Mark Marsden, Kevin McGuinness, Suzanne Little, Noel E. O'Connor |
| 2016 | CVPR | Shallow and Deep Convolutional Networks for Saliency Prediction. | Junting Pan, Elisa Sayrol, Xavier Gir-i-Nieto, Kevin McGuinness, Noel E. O'Connor |
| 2016 | ICIP | Reduction of false alarms triggered by spiders/cobwebs in surveillance camera networks. | Ramya Hebbalaguppe, Kevin McGuinness, Jogile Kuklyte, Rami Albatal, Cem Direkoglu, Noel E. O'Connor |
| 2016 | ICIP | Holistic features for real-time crowd behaviour anomaly detection. | Mark Marsden, Kevin McGuinness, Suzanne Little, Noel E. O'Connor |
| 2016 | ICPR | Quantifying radiographic knee osteoarthritis severity using deep convolutional neural networks. | Joseph Antony, Kevin McGuinness, Noel E. O'Connor, Kieran Moran |
| 2016 | ISM | Smart Stadium for Smarter Living: Enriching the Fan Experience. | Sethuraman Panchanathan, Shayok Chakraborty, Troy McDaniel, Matt Bunch, Noel E. O'Connor, Suzanne Little, Kevin McGuinness, Mark Marsden |
| 2016 | MMM | Learning Multiple Views with Orthogonal Denoising Autoencoders. | Tengqi Ye, Tianchun Wang, Kevin McGuinness, Yu Guo, Cathal Gurrin |
| 2015 | ICIP | Improving spatial codification in semantic segmentation. | Carles Ventura, Xavier Gir-i-Nieto, Vernica Vilaplana, Kevin McGuinness, Ferran Marqus, Noel E. O'Connor |
| 2014 | CBMI | AXES-RESEARCH - A user-oriented tool for enhanced multimodal search and retrieval in audiovisual libraries. | Peggy van der Kreeft, Kay Macquarrie, Max Kemman, Martijn Kleppe, Kevin McGuinness |
| 2014 | MMM | Average Precision: Good Guide or False Friend to Multimedia Search Effectiveness? | Robin Aly, Dolf Trieschnigg, Kevin McGuinness, Noel E. O'Connor, Franciska de Jong |
| 2014 | MMM | Audio-Visual Classification Video Browser. | David Scott, Zhenxing Zhang, Rami Albatal, Kevin McGuinness, Esra Acar, Frank Hopfgartner, Cathal Gurrin, Noel E. O'Connor, Alan F. Smeaton |
| 2013 | ICIP | Improved graph cut segmentation by learning a contrast model on the fly. | Kevin McGuinness, Noel E. O'Connor |
| 2013 | MMM | DCU at MMM 2013 Video Browser Showdown. | David Scott, Jinlin Guo, Cathal Gurrin, Frank Hopfgartner, Kevin McGuinness, Noel E. O'Connor, Alan F. Smeaton, Yang Yang, Zhenxing Zhang |
| 2012 | MMM | Efficient Storage and Decoding of SURF Feature Points. | Kevin McGuinness, Kealan McCusker, Neil O'Hare, Noel E. O'Connor |
| 2008 | ICIP | Incorporating spatio-temporal mid-level features in a region segmentation algorithm for video sequences. | Ivn Gonzlez-Daz, Kevin McGuinness, Tomasz Adamek, Noel E. O'Connor, Fernando Daz-de-Mara |