Why Deep Learning Works: A Manifold Disentanglement Perspective PP Brahma, D Wu, Y She IEEE Transactions on Neural Networks and Learning Systems, 1 - 12, 2015 | 237 | 2015 |
Analyzing the variety loss in the context of probabilistic trajectory prediction LA Thiede, PP Brahma Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 68 | 2019 |
Reinforced Robust Principal Component Pursuit PP Brahma, Y She, S Li, J Li, D Wu IEEE Transactions on Neural Networks and Learning Systems, 1 - 14, 2017 | 29 | 2017 |
Reliability of GAN Generated Data to Train and Validate Perception Systems for Autonomous Vehicles W Xu, N Souly, PP Brahma Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021 | 18 | 2021 |
Subset replay based continual learning for scalable improvement of autonomous systems PP Brahma, A Othon 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2018 | 15 | 2018 |
Non-cooperative denial of communication after synchronizing with repeating sequences PP Brahma, K Bandyopadhyay IEEE Defense Science Research Conference and Expo (DSR), 2011, 1-4, 2011 | 8 | 2011 |
Prediction of Sunspot Number Using Minimum Error Entropy Cost Based Kernel Adaptive Filters PP Brahma 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 6 | 2015 |
Single Shot Multitask Pedestrian Detection and Behavior Prediction P Agrawal, PP Brahma Neural Information Processing Systems (NeurIPS 2020), ML for Autonomous …, 2021 | 4 | 2021 |
Apparatus, system and method for fusing sensor data to do sensor translation PP Brahma, N Souly US Patent 11,586,865, 2023 | 3 | 2023 |
Methodologies, systems, and components for incremental and continual learning for scalable improvement of autonomous systems P Brahma, NJ George, A Othon US Patent App. 17/059,664, 2021 | 3 | 2021 |
Variable modulus mechanism for performing equalization without a priori knowledge of modulation type or constellation order PP Brahma, B Ray US Patent 8,611,410, 2013 | 3 | 2013 |
Apparatus, system and method for translating sensor label data between sensor domains N Souly, PP Brahma US Patent App. 17/179,214, 2022 | 2 | 2022 |
Structured memory based deep model to detect as well as characterize novel inputs PP Brahma, Q Huang, D Wu arXiv preprint arXiv:1801.09859, 2018 | 2 | 2018 |
Modular Novelty Detection System for Driving Scenarios AL Maike Rees , Melanie Senn , Pratik Prabhanjan Brahma Proceedings of the 5th Collaborative European Research Conference …, 2019 | 1* | 2019 |
Cross-Layer Personalization as a First Class Citizen for Situation Awareness and Computer Infrastructure Security MFDO Aokun Chen, Pratik Brahma, Dapeng Oliver Wu, Natalie Ebner, Brandon ... New Security Paradigms Workshop (NSPW), 23--35, 2016 | 1* | 2016 |
Generating synthetic training data for perception machine learning models using simulated environments E Vahedforough, A Othon, J Langenberg, PP Brahma US Patent 12,026,229, 2024 | | 2024 |
Collecting and processing data from vehicles P Brahma, N George, O Zabluda US Patent 11,875,551, 2024 | | 2024 |
Deep learning for characterizing unseen categories DO Wu, P Brahma US Patent 11,531,876, 2022 | | 2022 |
Apparatus, system and method for translating sensor data PP Brahma, N Souly, O Zabluda, A Othon US Patent App. 17/179,196, 2022 | | 2022 |
Detecting objects and determining behaviors of objects PP Brahma, P Agrawal US Patent App. 17/070,862, 2022 | | 2022 |