| 2026 | WACV | SynSacc: A Blender-to-V2E Pipeline for Synthetic Neuromorphic Eye-Movement Data and Sim-to-Real Spiking Model Training. | Khadija Iddrisu, Waseem Shariff, Suzanne Little, Noel E. O'Connor |
| 2025 | VISIGRAPP | Enhancing Small Object Detection in Resource-Constrained ARAS Using Image Cropping and Slicing Techniques. | Chinmaya Kaundanya, Paulo Cesar, Barry Cronin, Andrew Fleury, Mingming Liu, Suzanne Little |
| 2024 | CVPR | Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero-shot Medical Image Segmentation. | Sidra Aleem, Fangyijie Wang, Mayug Maniparambil, Eric Arazo, Julia Dietlmeier, Kathleen M. Curran, Noel E. O'Connor, Suzanne Little |
| 2024 | ECCV | Evaluating Image-Based Face and Eye Tracking with Event Cameras. | Khadija Iddrisu, Waseem Shariff, Noel E. O'Connor, Joseph Lemley, Suzanne Little |
| 2024 | ECCV | Generated Bias: Auditing Internal Bias Dynamics of Text-to-Image Generative Models. | Abhishek Mandal, Susan Leavy, Suzanne Little |
| 2024 | VEHITS | Using Attention Mechanisms in Compact CNN Models for Improved Micromobility Safety Through Lane Recognition. | Chinmaya Kaundanya, Paulo Cesar, Barry Cronin, Andrew Fleury, Mingming Liu, Suzanne Little |
| 2023 | BMVC | Biased Attention: Do Vision Transformers Amplify Gender Bias More than Convolutional Neural Networks? | Abhishek Mandal, Susan Leavy, Suzanne Little |
| 2023 | ICMI | Multimodal Bias: Assessing Gender Bias in Computer Vision Models with NLP Techniques. | Abhishek Mandal, Suzanne Little, Susan Leavy |
| 2023 | LDK | Multimodal Offensive Meme Classification with Natural Language Inference. | Shardul Suryawanshi, Mihael Arcan, Suzanne Little, Paul Buitelaar |
| 2020 | ICPR | Utilising Visual Attention Cues for Vehicle Detection and Tracking. | Feiyan Hu, Venkatesh G M, Noel E. O'Connor, Alan F. Smeaton, Suzanne Little |
| 2020 | VEHITS | Multiple Path Prediction for Traffic Scenes using LSTMs and Mixture Density Models. | Jaime B. Fernandez, Suzanne Little, Noel E. O'Connor |
| 2019 | CBMI | Semi-Automatic Multi-Object Video Annotation Based on Tracking, Prediction and Semantic Segmentation. | Jaime B. Fernandez, Venkatesh G M, Dian Zhang, Suzanne Little, Noel E. O'Connor |
| 2019 | CBMI | Saliency Guided 2D-Object Annotation for Instrumented Vehicles. | Venkatesh G M, Feiyan Hu, Noel E. O'Connor, Alan F. Smeaton, Zhen Yang, Suzanne Little |
| 2019 | MMM | Fashion Police: Towards Semantic Indexing of Clothing Information in Surveillance Data. | Owen Corrigan, Suzanne Little |
| 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 | MICCAI | A Deep Residual Architecture for Skin Lesion Segmentation. | Venkatesh G M, Y. G. Naresh, Suzanne Little, Noel E. O'Connor |
| 2017 | AVSS | Action localization in video using a graph-based feature representation. | Iveel Jargalsaikhan, Suzanne Little, 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 |
| 2017 | DICTA | Irish Sign Language Recognition Using Principal Component Analysis and Convolutional Neural Networks. | Marlon Oliveira, Houssem Chatbri, Suzanne Little, Ylva Ferstl, Noel E. O'Connor, Alistair Sutherland |
| 2017 | IVCNZ | A comparison between end-to-end approaches and feature extraction based approaches for Sign Language recognition. | Marlon Oliveira, Houssem Chatbri, Suzanne Little, Noel E. O'Connor, Alistair Sutherland |
| 2017 | MMM | An Annotation System for Egocentric Image Media. | Aaron Duane, Jiang Zhou, Suzanne Little, Cathal Gurrin, Alan F. Smeaton |
| 2017 | SENSYS | Understanding packet loss for sound monitoring in a smart stadium IoT testbed. | Suzanne Little, Dian Zhang, Camille Ballas, Noel E. O'Connor, David Prendergast, Keith Nolan, Brian Quinn, Niall Moran, Mike Myers, Clare Dillon, Toms Meehan |
| 2016 | ICIP | Holistic features for real-time crowd behaviour anomaly detection. | Mark Marsden, Kevin McGuinness, Suzanne Little, Noel E. O'Connor |
| 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 |
| 2015 | AVSS | Action recognition in video using a spatial-temporal graph-based feature representation. | Iveel Jargalsaikhan, Suzanne Little, Rmi Trichet, Noel E. O'Connor |
| 2014 | MMM | Empirical Exploration of Extreme SVM-RBF Parameter Values for Visual Object Classification. | Rami Albatal, Suzanne Little |
| 2014 | MMM | An Evaluation of Local Action Descriptors for Human Action Classification in the Presence of Occlusion. | Iveel Jargalsaikhan, Cem Direkoglu, Suzanne Little, Noel E. O'Connor |
| 2013 | ICIP | Action recognition based on sparse motion trajectories. | Iveel Jargalsaikhan, Suzanne Little, Cem Direkoglu, Noel E. O'Connor |
| 2013 | ISM | The Impact of Video Transcoding Parameters on Event Detection for Surveillance Systems. | Emmanouil Kafetzakis, Christos Xilouris, Michail-Alexandros Kourtis, Marcos Nieto, Iveel Jargalsaikhan, Suzanne Little |
| 2010 | ECIR | Recent Developments in Information Retrieval. | Cathal Gurrin, Yulan He, Gabriella Kazai, Udo Kruschwitz, Suzanne Little, Thomas Roelleke, Stefan M. Rger, Keith van Rijsbergen |
| 2009 | MMSP | Conservation of effort in feature selection for image annotation. | Suzanne Little, Stefan M. Rger |
| 2008 | CBMS | Evaluating a Case-Based Classifier for Biomedical Applications. | Suzanne Little, Ovidio Salvetti, Petra Perner |
| 2007 | CBMI | Integration of Structural and Semantic Models for Multimedia Metadata Management. | Suzanne Little, Massimo Martinelli, Ovidio Salvetti, Ugur Gdkbay, zgr Ulusoy, Gal de Chalendar, Gregory Grefenstette |
| 2007 | ICDM | Semi-Automatic Semantic Annotation of Images. | Suzanne Little, Ovidio Salvetti, Petra Perner |
| 2004 | MMM | Cuypers Meets Users: Implementing a User Model Architecture for Multimedia Presentation Generation. | Suzanne Little, Lynda Hardman |