| Preview | Issue Date | Title | Author(s) |
| 2018 | A Bayesian data augmentation approach for learning deep models | Tran, T.; Pham, T.; Carneiro, G.; Palmer, L.; Reid, I.; Guyon, I.; Luxburg, U.V.; Bengio, S.; Wallach, H.; Fergus, R.; Vishwanathan, S.; Garnett, R.; NIPS Foundation Inc (4 Dec 2017 - 9 Dec 2017 : Long Beach, CA) |
| 2018 | AffordanceNet: an end-to-end deep learning approach for object affordance detection | Do, T.; Nguyen, A.; Reid, I.; IEEE International Conference on Robotics and Automation (ICRA) (21 May 2018 - 25 May 2018 : Brisbane, Australia) |
| 2020 | Approximate Fisher information matrix to characterise the training of deep neural networks | Liao, Z.; Drummond, T.; Reid, I.; Carneiro, G. |
| 2018 | Bayesian semantic instance segmentation in open set world | Pham, T.; Vijay Kumar, B.; Do, T.; Carneiro, G.; Reid, I.; Ferrari, V.; Hebert, M.; Sminchisescu, C.; Weiss, Y.; European Conference on Computer Vision (ECCV) (8 Sep 2018 - 14 Sep 2018 : Munich) |
| 2017 | Data-driven approximations to NP-hard problems | Milan, A.; Rezatofighi, S.; Garg, R.; Dick, A.; Reid, I.; Thirty-first AAAI Conference on Artificial Intelligence (AAAI-17) (4 Feb 2017 - 9 Feb 2017 : San Francisco) |
| 2018 | Deep regression tracking with shrinkage loss | Lu, X.; Ma, C.; Ni, B.; Yang, X.; Reid, I.; Yang, M.; Ferrari, V.; Hebert, M.; Sminchisescu, C.; Weiss, Y.; European Conference on Computer Vision (ECCV) (8 Sep 2018 - 14 Sep 2018 : Munich) |
| 2017 | Deep subspace clustering networks | Ji, P.; T. Zhang,; H. Li,; M. Salzmann,; Reid, I.; Guyon, I.; Luxburg, U.; Bengio, S.; Wallach, H.; Fergus, R.; Vishwanathan, S.; Garnett, R.; Conference on Neural Information Processing Systems (NIPS) (4 Dec 2017 - 9 Dec 2017 : Long Beach, CA) |
| 2015 | Deeply learning the messages in message passing inference | Lin, G.; Shen, C.; Reid, I.; Van Den Hengel, A.; Cortes, C.; Lawrence, N.; Lee, D.; Sugiyama, M.; Garnett, R.; 29th Annual Conference on Neural Information Processing Systems 2015 (NIPS 2015) (7 Dec 2015 - 12 Dec 2015 : Montreal) |
| 2017 | Dense monocular reconstruction using surface normals | Weerasekera, C.; Latif, Y.; Garg, R.; Reid, I.; IEEE International Conference on Robotics and Automation (ICRA) (29 May 2017 - 3 Jun 2017 : Singapore) |
| 2018 | Efficient dense point cloud object reconstruction using deformation vector fields | Li, K.; Pham, T.; Zhan, H.; Reid, I.; Ferrari, V.; European Conference on Computer Vision (ECCV) (8 Sep 2018 - 14 Sep 2018 : Munich, Germany) |
| 2018 | HCVRD: A benchmark for large-scale human-centered visual relationship detection | Zhuang, B.; Wu, Q.; Shen, C.; Reid, I.; Van Den Hengel, A.; AAAI Conference on Artificial Intelligence (AAAI) (2 Feb 2018 - 7 Feb 2018 : New Orleans) |
| 2018 | Joint learning of set cardinality and state distribution | Rezatofighi, H.; Milan, A.; Shi, Q.; Dick, A.; Reid, I.; AAAI Conference on Artificial Intelligence (AAAI) (2 Feb 2018 - 7 Feb 2018 : New Orleans, USA) |
| 2018 | Multi-modal cycle-consistent generalized zero-shot learning | Felix, R.; Vijay Kumar, B.; Reid, I.; Carneiro, G.; Ferrari, V.; Hebert, M.; Sminchisescu, C.; Weiss, Y.; 15th European Conference on Computer Vision (ECCV 2018) (8 Sep 2018 - 14 Sep 2018 : Munich) |
| 2019 | Multi-Task Structure-Aware Context Modeling for Robust Keypoint-Based Object Tracking | Li, X.; Zhao, L.; Ji, W.; Wu, Y.; Wu, F.; Yang, M.; Tao, D.; Reid, I. |
| 2017 | Online multi-target tracking using recurrent neural networks | Milan, A.; Rezatofighi, H.; Dick, A.; Reid, I.; Schindler, K.; 31st AAAI Conference on Artificial Intelligence (AAAI 2017) (4 Feb 2017 - 9 Feb 2017 : San Francisco) |
| 2018 | Parallel attention: a unified framework for visual object discovery through dialogs and queries | Zhuang, B.; Wu, Q.; Shen, C.; Reid, I.; van den Hengel, A.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (18 Jun 2018 - 23 Jun 2018 : Salt Lake City, UT) |
| 2020 | Recurrent Motion Neural Network for Low Resolution Drone Detection | Pratt, H.; Evans, B.; Rowntree, T.; Reid, I.; Wiederman, S.; Digital Image Computing: Techniques and Applications (DICTA) (29 Nov 2020 - 2 Dec 2020 : virtual online) |
| 2017 | RRD-SLAM: Radial-distorted rolling-shutter direct SLAM | Kim, J.; Latif, Y.; Reid, I.; IEEE International Conference on Robotics and Automation (ICRA) (29 May 2017 - 3 Jun 2017 : Singapore) |
| 2021 | Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification | Liu, F.; Tian, Y.; Cordeiro, F.R.; Belagiannis, V.; Reid, I.; Carneiro, G.; Lian, C.; Cao, X.; Rekik, I.; Xu, X.; Yan, P.; 12th International Workshop, Machine Learning in Medical Imaging (MLMI) (27 Sep 2021 - 27 Sep 2021 : Strasbourg, France) |
| 2018 | Training medical image analysis systems like radiologists | Maicas Suso, G.; Bradley, A.; Nascimento, J.; Reid, I.; Carneiro, G.; Frangi, A.; Schnabel, J.; Davatzikos, C.; Alberola-Lopez, C.; Fichtinger, G.; 21st International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) (16 Sep 2018 - 20 Sep 2018 : Granada) |
