| Online detection of abnormal events using incremental coding length JK Dutta, B Banerjee Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015 | 52 | 2015 |
| RODS: Rarity based outlier detection in a sparse coding framework JK Dutta, B Banerjee, CK Reddy IEEE Transactions on Knowledge and Data Engineering 28 (2), 483-495, 2015 | 36 | 2015 |
| SELP: A general-purpose framework for learning the norms from saliencies in spatiotemporal data B Banerjee, JK Dutta Neurocomputing 138, 41-60, 2014 | 15 | 2014 |
| Usability study of distributed deep learning frameworks for convolutional neural networks J Liu, J Dutta, N Li, U Kurup, M Shah Deep Learning Day at SIGKDD Conference on Knowledge Discovery and Data Mining, 2018 | 14 | 2018 |
| Pseudoprop: Robust pseudo-label generation for semi-supervised object detection in autonomous driving systems S Hu, CH Liu, J Dutta, MC Chang, S Lyu, N Ramakrishnan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 12 | 2022 |
| Effective building block design for deep convolutional neural networks using search JK Dutta, J Liu, U Kurup, M Shah arXiv preprint arXiv:1801.08577, 2018 | 12 | 2018 |
| Effective building block design for deep convolutional neural networks using search JK Dutta, J Liu, U Kurup, M Shah US Patent 10,776,668, 2020 | 10 | 2020 |
| Improved outlier detection using sparse coding-based methods JK Dutta, B Banerjee Pattern Recognition Letters 122, 99-105, 2019 | 8 | 2019 |
| Efficient learning from explanation of prediction errors in streaming data B Banerjee, JK Dutta 2013 IEEE International Conference on Big Data, 14-20, 2013 | 7 | 2013 |
| A predictive coding framework for learning to predict changes in streaming data B Banerjee, JK Dutta 2013 IEEE 13th International Conference on Data Mining Workshops, 497-504, 2013 | 6 | 2013 |
| Hierarchical feature learning from sensorial data by spherical clustering B Banerjee, JK Dutta 2013 IEEE International Conference on Big Data, 7-13, 2013 | 5 | 2013 |
| Learning features and their transformations by spatial and temporal spherical clustering JK Dutta, B Banerjee arXiv preprint arXiv:1308.2350, 2013 | 5 | 2013 |
| An online clustering algorithm that ignores outliers: Application to hierarchical feature learning from sensory data B Banerjee, JK Dutta 2013 IEEE 13th International Conference on Data Mining Workshops, 505-512, 2013 | 4 | 2013 |
| Identifying hearing loss from learned speech kernels. S Najnin, B Banerjee, LL Mendel, MH Kapourchali, JK Dutta, S Lee, ... INTERSPEECH, 243-247, 2016 | 3 | 2016 |
| System and method for detecting abnormal passenger behavior in autonomous vehicles Y Kondo, R Burt, KB Navalpakkam, A Hirsch, N Ramakrishnan, ... US Patent 11,132,585, 2021 | 1 | 2021 |
| Variation in classification accuracy with number of glimpses JK Dutta, B Banerjee 2017 International Joint Conference on Neural Networks (IJCNN), 447-453, 2017 | 1 | 2017 |
| Identifying hearing deficiencies from statistically learned speech features for personalized tuning of cochlear implants B Banerjee, LL Mendel, JK Dutta, H Shabani, S Najnin Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015 | 1 | 2015 |
| Learning features and their transformations from natural videos JK Dutta, B Banerjee 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain …, 2014 | 1 | 2014 |
| Abnormal event detection in EEG imaging-Comparing predictive and model-based approaches JK Dutta, B Banerjee, R Ilin, R Kozma 2014 IEEE Symposium on Computational Intelligence in Brain Computer …, 2014 | 1 | 2014 |
| System and method for detecting abnormal passenger behavior in autonomous vehicles Y Kondo, R Burt, KB Navalpakkam, A Hirsch, N Ramakrishnan, ... US Patent 11,783,636, 2023 | | 2023 |
