| Feature learning in deep classifiers through intermediate neural collapse A Rangamani, M Lindegaard, T Galanti, TA Poggio International Conference on Machine Learning, 28729-28745, 2023 | 8 | 2023 |
| Skip Connections Increase the Capacity of Associative Memories in Variable Binding Mechanisms Y Xie, Y Li, A Rangamani Center for Brains, Minds and Machines (CBMM), 2023 | | 2023 |
| For interpolating kernel machines, minimizing the norm of the ERM solution maximizes stability A Rangamani, L Rosasco, T Poggio Analysis and Applications 21 (01), 193-215, 2023 | 2 | 2023 |
| Dynamics in Deep Classifiers trained with the Square Loss: normalization, low rank, neural collapse and generalization bounds M Xu, A Rangamani, Q Liao, T Galanti, T Poggio Research, 2023 | 24* | 2023 |
| Understanding the Role of Recurrent Connections in Assembly Calculus A Rangamani, Y Xie Center for Brains, Minds and Machines (CBMM) Memo 137, 2022 | | 2022 |
| Neural collapse in deep homogeneous classifiers and the role of weight decay A Rangamani, A Banburski-Fahey ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 17 | 2022 |
| Neural-guided, bidirectional program search for abstraction and reasoning S Alford, A Gandhi, A Rangamani, A Banburski, T Wang, S Dandekar, ... Complex Networks & Their Applications X: Volume 1, Proceedings of the Tenth …, 2022 | 7 | 2022 |
| Spectral gap extrapolation and radio frequency interference suppression using 1D UNets AA Nair, A Rangamani, LH Nguyen, MAL Bell, TD Tran 2021 IEEE Radar Conference (RadarConf21), 1-6, 2021 | 6 | 2021 |
| For interpolating kernel machines, minimizing the norm of the ERM solution minimizes stability A Rangamani, L Rosasco, T Poggio arXiv preprint arXiv:2006.15522, 2020 | 6 | 2020 |
| Real-time and deep learning based vehicle detection and classification using pixel-wise code exposure measurements C Kwan, D Gribben, B Chou, B Budavari, J Larkin, A Rangamani, T Tran, ... Electronics 9 (6), 1014, 2020 | 30 | 2020 |
| Detection and confirmation of multiple human targets using pixel-wise code aperture measurements C Kwan, D Gribben, A Rangamani, T Tran, J Zhang, R Etienne-Cummings Journal of Imaging 6 (6), 40, 2020 | 19 | 2020 |
| Loss landscapes and generalization in neural networks: Theory and applications A Rangamani Johns Hopkins University, 2020 | 1 | 2020 |
| Target tracking and classification using compressive sensing camera for SWIR videos C Kwan, B Chou, J Yang, A Rangamani, T Tran, J Zhang, ... Signal, Image and Video Processing 13, 1629-1637, 2019 | 21 | 2019 |
| Deep learning-based target tracking and classification for low quality videos using coded aperture cameras C Kwan, B Chou, J Yang, A Rangamani, T Tran, J Zhang, ... Sensors 19 (17), 3702, 2019 | 36 | 2019 |
| Target tracking and classification using compressive measurements of MWIR and LWIR coded aperture cameras C Kwan, B Chou, J Yang, A Rangamani, T Tran, J Zhang, ... Journal of Signal and Information Processing 10 (3), 73-95, 2019 | 21 | 2019 |
| A scale invariant flatness measure for deep network minima A Rangamani, NH Nguyen, A Kumar, D Phan, SH Chin, TD Tran arXiv preprint arXiv:1902.02434, 2019 | 29* | 2019 |
| Chief: A change pattern based interpretable failure analyzer D Patel, LM Nguyen, A Rangamani, S Shrivastava, J Kalagnanam 2018 IEEE International Conference on Big Data (Big Data), 1978-1985, 2018 | 7 | 2018 |
| Reconstruction-free deep convolutional neural networks for partially observed images A Nair, L Liu, A Rangamani, P Chin, MAL Bell, TD Tran 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018 | 5 | 2018 |
| Sparse Coding and Autoencoders A Mukherjee, A Rangamani, A Basu, A Arora, S Chin, TD Tran, ... 2018 IEEE International Symposium on Information Theory, 2018 | | 2018 |
| Sparse coding and autoencoders A Rangamani, A Mukherjee, A Basu, A Arora, T Ganapathi, S Chin, ... 2018 IEEE International Symposium on Information Theory (ISIT), 36-40, 2018 | 28* | 2018 |
Trac D. TranProsessor of Electrical and Computer Engineering, Johns Hopkins UniversityVerified email at jhu.edu
