Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue R Garg, I Vijay Kumar B G, Gustavo Carneiro, Reid European Conference on Computer Vision, (ECCV 2016), 2016 | 1780 | 2016 |
Multi-modal cycle-consistent generalized zero-shot learning R Felix, I Reid, G Carneiro Proceedings of the European conference on computer vision (ECCV), 21-37, 2018 | 450 | 2018 |
Smart mining for deep metric learning VB Kumar, B Harwood, G Carneiro, I Reid, T Drummond IEEE International Conference on Computer Vision, (ICCV 2017), 2017 | 416* | 2017 |
Learning Local Image Descriptors with Deep Siamese and Triplet Convolutional Networks by Minimising Global Loss Functions BG Vijay Kumar, G Carneiro, I Reid IEEE Conference on Computer Vision and Pattern Recognition, (CVPR 2016), 2015 | 389* | 2015 |
Cartman: The low-cost cartesian manipulator that won the amazon robotics challenge D Morrison, AW Tow, M Mctaggart, R Smith, N Kelly-Boxall, ... 2018 IEEE international conference on robotics and automation (ICRA), 7757-7764, 2018 | 181 | 2018 |
Exploiting unlabeled data with vision and language models for object detection S Zhao, Z Zhang, S Schulter, L Zhao, BG Vijay Kumar, A Stathopoulos, ... European conference on computer vision, 159-175, 2022 | 75 | 2022 |
A theoretically sound upper bound on the triplet loss for improving the efficiency of deep distance metric learning TT Do, T Tran, I Reid, V Kumar, T Hoang, G Carneiro Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 70 | 2019 |
Semantic segmentation from limited training data A Milan, T Pham, K Vijay, D Morrison, AW Tow, L Liu, J Erskine, ... 2018 IEEE international conference on robotics and automation (ICRA), 1908-1915, 2018 | 65 | 2018 |
Deep retinal image segmentation with regularization under geometric priors V Cherukuri, VK Bg, R Bala, V Monga IEEE Transactions on Image Processing 29, 2552-2567, 2019 | 62 | 2019 |
DeepSetNet: Predicting Sets with Deep Neural Networks SH Rezatofighi, V Kumar BG, A Milan, E Abbasnejad, A Dick, I Reid IEEE International Conference on Computer Vision (ICCV 2017), 2016 | 55* | 2016 |
Bayesian semantic instance segmentation in open set world T Pham, TT Do, G Carneiro, I Reid Proceedings of the European Conference on Computer Vision (ECCV), 3-18, 2018 | 39 | 2018 |
Computationally efficient algorithm for face super-resolution using (2D) 2-PCA based prior BGV Kumar, R Aravind IET image processing 4 (2), 61-69, 2010 | 25 | 2010 |
Face hallucination using OLPP and kernel ridge regression BGV Kumar, R Aravind 2008 15th IEEE International Conference on Image Processing, 353-356, 2008 | 23 | 2008 |
Max-margin non-negative matrix factorization BGV Kumar, I Kotsia, I Patras Image and Vision Computing 30 (4-5), 279-291, 2012 | 22 | 2012 |
Design of a multi-modal end-effector and grasping system: How integrated design helped win the amazon robotics challenge S Wade-McCue, N Kelly-Boxall, M McTaggart, D Morrison, AW Tow, ... arXiv preprint arXiv:1710.01439, 2017 | 17 | 2017 |
Single-stream multi-level alignment for vision-language pretraining Z Khan, BG Vijay Kumar, X Yu, S Schulter, M Chandraker, Y Fu European Conference on Computer Vision, 735-751, 2022 | 15 | 2022 |
Mechanical design of a cartesian manipulator for warehouse pick and place M McTaggart, D Morrison, AW Tow, R Smith, N Kelly-Boxall, A Milan, ... arXiv preprint arXiv:1710.00967, 2017 | 12 | 2017 |
A Discriminative Voting Scheme for Object Detection using Hough Forests BGV Kumar, I Patras British Machine Vision Conference (BMVC 2010), 2010 | 11* | 2010 |
Supervised Dictionary Learning for Action Localization BGV Kumar, I Patras FG, 2013 | 10 | 2013 |
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! Z Khan, VK BG, S Schulter, X Yu, Y Fu, M Chandraker Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 8 | 2023 |