Manifoldnet: A deep neural network for manifold-valued data with applications R Chakraborty, J Bouza, JH Manton, BC Vemuri IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2), 799-810, 2020 | 83 | 2020 |
Activation landscapes as a topological summary of neural network performance M Wheeler, J Bouza, P Bubenik 2021 IEEE International Conference on Big Data (Big Data), 3865-3870, 2021 | 20 | 2021 |
Manifoldnet: A deep network framework for manifold-valued data R Chakraborty, J Bouza, J Manton, BC Vemuri arXiv preprint arXiv:1809.06211, 2018 | 20 | 2018 |
VolterraNet: A higher order convolutional network with group equivariance for homogeneous manifolds M Banerjee, R Chakraborty, J Bouza, BC Vemuri IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (2), 823-833, 2020 | 16 | 2020 |
A deep neural network for manifold-valued data with applications to neuroimaging R Chakraborty, J Bouza, J Manton, BC Vemuri Information Processing in Medical Imaging: 26th International Conference …, 2019 | 13 | 2019 |
A higher order manifold-valued convolutional neural network with applications to diffusion mri processing JJ Bouza, CH Yang, D Vaillancourt, BC Vemuri Information Processing in Medical Imaging: 27th International Conference …, 2021 | 12 | 2021 |
MVC-Net: a convolutional neural network architecture for manifold-valued images with applications JJ Bouza, CH Yang, D Vaillancourt, BC Vemuri arXiv preprint arXiv:2003.01234, 2020 | 7 | 2020 |
Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images JJ Bouza, CH Yang, BC Vemuri International Conference on Information Processing in Medical Imaging, 563-575, 2023 | 3 | 2023 |
MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA R Chakraborty, J Bouza, J Manton, BC Vemuri | | |