Scalable convolutional dictionary learning with constrained recurrent sparse auto-encoders B Tolooshams, S Dey, D Ba IEEE 28th International Workshop on Machine Learning for Signal Processing …, 2018 | 14 | 2018 |
Channel-attention dense u-net for multichannel speech enhancement B Tolooshams, R Giri, AH Song, U Isik, A Krishnaswamy IEEE 45th International Conference on Acoustics, Speech, and Signal …, 2020 | 11 | 2020 |
Robustness of frequency division technique for online myoelectric pattern recognition against contraction level variation B Tolooshams, N Jiang Frontiers in bioengineering and biotechnology 5, 3, 2017 | 11 | 2017 |
Deep residual autoencoders for expectation maximization-inspired dictionary learning B Tolooshams, S Dey, D Ba IEEE Transactions on Neural Networks and Learning Systems, 2020 | 6 | 2020 |
RandNet: deep learning with compressed measurements of images T Chang, B Tolooshams, D Ba IEEE 29th International Workshop on Machine Learning for Signal Processing …, 2019 | 5 | 2019 |
Convolutional dictionary learning based auto-encoders for natural exponential-family distributions B Tolooshams, AH Song, S Temereanca, D Ba Proceedings of the 37th International Conference on Machine Learning, 2020 | 3 | 2020 |
Convolutional dictionary learning in hierarchical networks J Zazo, B Tolooshams, D Ba IEEE 8th International Workshop on Computational Advances in Multi-Sensor …, 2019 | 2 | 2019 |
On the convergence of group-sparse autoencoders E Theodosis, B Tolooshams, P Tankala, A Tasissa, D Ba arXiv preprint arXiv:2102.07003, 2021 | | 2021 |
Unsupervised learning of a dictionary of neural impulse responses from spiking data B Tolooshams, H Wu, P Masset, VN Murthy, D Ba Computational and Systems Neuroscience, 2021 | | 2021 |
Unfolding neural networks for compressive multichannel blind deconvolution B Tolooshams, S Mulleti, D Ba, YC Eldar arXiv preprint arXiv:2010.11391, 2020 | | 2020 |
Dense and sparse coding: theory and architectures A Tasissa, E Theodosis, B Tolooshams, D Ba arXiv preprint arXiv:2006.09534, 2020 | | 2020 |
Convolutional dictionary learning of stimulus from spiking data AH Song, B Tolooshams, S Temereanca, D Ba Computational and Systems Neuroscience, 2020 | | 2020 |