| Knowledge transfer via distillation of activation boundaries formed by hidden neurons B Heo, M Lee, S Yun, JY Choi Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3779-3787, 2019 | 95 | 2019 |
| A Comprehensive Overhaul of Feature Distillation B Heo, J Kim, S Yun, H Park, N Kwak, JY Choi Proceedings of the IEEE International Conference on Computer Vision, 1921-1930, 2019 | 93 | 2019 |
| Knowledge distillation with adversarial samples supporting decision boundary B Heo, M Lee, S Yun, JY Choi Proceedings of the AAAI Conference on Artificial Intelligence 33, 3771-3778, 2019 | 51 | 2019 |
| Initialization-insensitive visual tracking through voting with salient local features KM Yi, H Jeong, B Heo, HJ Chang, JY Choi Proceedings of the IEEE International Conference on Computer Vision, 2912-2919, 2013 | 27 | 2013 |
| Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification Y Ro, J Choi, DU Jo, B Heo, J Lim, JY Choi Proceedings of the AAAI Conference on Artificial Intelligence 33, 8859-8867, 2019 | 20 | 2019 |
| Appearance and motion based deep learning architecture for moving object detection in moving camera B Heo, K Yun, JY Choi 2017 IEEE International Conference on Image Processing (ICIP), 1827-1831, 2017 | 18 | 2017 |
| AdamP: Slowing down the slowdown for momentum optimizers on scale-invariant weights B Heo, S Chun, SJ Oh, D Han, S Yun, G Kim, Y Uh, JW Ha Proceedings of the International Conference on Learning Representations …, 2021 | 16* | 2021 |
| Visdrone-sot2018: The vision meets drone single-object tracking challenge results L Wen, P Zhu, D Du, X Bian, H Ling, Q Hu, C Liu, H Cheng, X Liu, W Ma, ... Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018 | 15 | 2018 |
| Rethinking spatial dimensions of vision transformers B Heo, S Yun, D Han, S Chun, J Choe, SJ Oh arXiv preprint arXiv:2103.16302, 2021 | 9 | 2021 |
| Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels S Yun, SJ Oh, B Heo, D Han, J Choe, S Chun arXiv preprint arXiv:2101.05022, 2021 | 9 | 2021 |
| Method and apparatus for processing image S Hwang, S Yun, H Jeong, J Choi, B Heo, K Woo-Sung US Patent 9,639,758, 2017 | 9 | 2017 |
| Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space J Lim, Y Yoo, B Heo, JY Choi Pattern Recognition Letters 112, 91-97, 2018 | 8 | 2018 |
| Rexnet: Diminishing representational bottleneck on convolutional neural network D Han, S Yun, B Heo, YJ Yoo arXiv preprint arXiv:2007.00992, 2020 | 6 | 2020 |
| Weighted pooling based on visual saliency for image classification B Heo, H Jeong, J Kim, SI Choi, JY Choi International Symposium on Visual Computing, 647-657, 2014 | 2 | 2014 |
| Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching M Ji, B Heo, S Park Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 7945-7952, 2021 | 1 | 2021 |
| Filter Pruning and Re-Initialization via Latent Space Clustering S Lee, B Heo, JW Ha, BC Song IEEE Access 8, 189587-189597, 2020 | 1 | 2020 |
| Deep learning architecture for pedestrian 3-d localization and tracking using multiple cameras K Kim, B Heo, M Byeon, JY Choi 2017 IEEE International Conference on Image Processing (ICIP), 1147-1151, 2017 | 1 | 2017 |
| Self-Organizing Cascaded Structure of Deformable Part Models for Fast Object Detection S Yun, H Jeong, WS Kang, B Heo, JY Choi 2014 22nd International Conference on Pattern Recognition, 4246-4250, 2014 | 1 | 2014 |
| Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles K Lee, HJ Chang, J Choi, B Heo, A Leonardis, JY Choi Machine Vision and Applications 32 (3), 1-12, 2021 | | 2021 |
| Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks Y Ro, J Choi, B Heo, JY Choi IEEE Transactions on Neural Networks and Learning Systems, 2021 | | 2021 |
jin young choiprofessor of electrical and computer engineering, seoul national universityVerified email at snu.ac.kr
