| The liver tumor segmentation benchmark (lits) P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ... Medical Image Analysis 84, 102680, 2023 | 717 | 2023 |
| Shallow and deep convolutional networks for saliency prediction J Pan, E Sayrol, X Giro-i-Nieto, K McGuinness, NE O'Connor Computer Vision and Pattern Recognition (CVPR) 2016, 2016 | 539 | 2016 |
| Salgan: Visual saliency prediction with generative adversarial networks J Pan, CC Ferrer, K McGuinness, NE O'Connor, J Torres, E Sayrol, ... CVPR 2017 Scene Understanding Workshop (SUNw) - spotlight, extended abstract, 2017 | 490 | 2017 |
| Skin lesion classification from dermoscopic images using deep learning techniques AR Lopez, X Giro-i-Nieto, J Burdick, O Marques 2017 13th IASTED international conference on biomedical engineering (BioMed …, 2017 | 366 | 2017 |
| Wavelet coding of volumetric medical datasets P Schelkens, A Munteanu, J Barbarien, M Galca, X Giro-Nieto, J Cornelis IEEE Transactions on medical Imaging 22 (3), 441-458, 2003 | 240 | 2003 |
| Skip RNN: Learning to skip state updates in recurrent neural networks V Campos, B Jou, X Giró-i-Nieto, J Torres, SF Chang International Conference on Learning Representations (ICLR) 2018, 2017 | 235 | 2017 |
| RVOS: End-to-End Recurrent Network for Video Object Segmentation C Ventura, M Bellver, A Girbau, A Salvador, F Marques, X Giro-i-Nieto Computer Vision and Pattern Recognition (CVPR) 2019, 2019 | 221 | 2019 |
| From pixels to sentiment: Fine-tuning CNNs for visual sentiment prediction V Campos, B Jou, X Giro-i-Nieto Image and Vision Computing 65, 15-22, 2017 | 219 | 2017 |
| Bags of local convolutional features for scalable instance search E Mohedano, K McGuinness, NE O'Connor, A Salvador, F Marqués, ... ACM Intl. Conference on Multimedia Retrieval (ICMR) 2016 - Best poster award, 2016 | 186 | 2016 |
| Faster R-CNN features for instance search A Salvador, X Giró-i-Nieto, F Marqués, S Satoh CVPR 2016 Workshop in Deep Learning for Computer Vision (DeepVision), 2016 | 149 | 2016 |
| Inverse Cooking: Recipe Generation from Food Images A Salvador, M Drozdzal, X Giro-i-Nieto, A Romero Computer Vision and Pattern Recognition (CVPR) 2019, 2018 | 137 | 2018 |
| Temporal activity detection in untrimmed videos with recurrent neural networks A Montes, A Salvador, S Pascual, X Giro-i-Nieto NIPS 2016 Workshop on Large Scale Computer Vision Systems - Best poster award, 2016 | 121 | 2016 |
| Hierarchical object detection with deep reinforcement learning M Bellver, X Giro-i-Nieto, F Marques, J Torres NIPS 2016 Workshop on Reinforcement Learning, 2017 | 116* | 2017 |
| Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data O Mañas, A Lacoste, X Giro-i-Nieto, D Vazquez, P Rodriguez ICCV 2021 - International Conference on Computer Vision, 2021 | 111 | 2021 |
| Cost-Effective Active Learning for Melanoma Segmentation M Gorriz, A Carlier, E Faure, X Giro-i-Nieto NIPS 2017 Workshop on Machine Learning for Health (ML4H), 2017 | 109 | 2017 |
| How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language A Duarte, S Palaskar, D Ghadiyaram, K DeHaan, F Metze, J Torres, ... CVPR 2021 - Computer Vision and Pattern Recognition, 2020 | 107* | 2020 |
| SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes M Assens, K McGuinness, X Giro-i-Nieto, NE O'Connor ICCV 2017 Workshop on Egocentric Perception, Interaction and Computing (EPIC …, 2017 | 107* | 2017 |
| Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills V Campos, A Trott, C Xiong, R Socher, X Giro-i-Nieto, J Torres International Conference on Machine Learning (ICML) 2020, 2020 | 101 | 2020 |
| Diving deep into sentiment: Understanding fine-tuned cnns for visual sentiment prediction V Campos, A Salvador, X Giro-i-Nieto, B Jou ACM Multimedia 2015 Workshop on Affect & Sentiment in Multimedia, 2015 | 101 | 2015 |
| Online Action Detection in Untrimmed, Streaming Videos-Modeling and Evaluation Z Shou, J Pan, J Chan, K Miyazawa, H Mansour, A Vetro, X Giro-i-Nieto, ... European Conference in Computer Vision (ECCV) 2018, 2018 | 97* | 2018 |
Kevin McGuinnessAssistant Professor, Dublin City UniversityVerified email at dcu.ie
