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Rudrasis Chakraborty
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Year
Orthogonal convolutional neural networks
J Wang, Y Chen, R Chakraborty, SX Yu
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
10142020
Nyströmformer: A nyström-based algorithm for approximating self-attention
Y Xiong, Z Zeng, R Chakraborty, M Tan, G Fung, Y Li, V Singh
Proceedings of the AAAI Conference on Artificial Intelligence 35 (16), 14138 …, 2021
1082021
Feature selection using a neural framework with controlled redundancy
R Chakraborty, NR Pal
IEEE transactions on neural networks and learning systems 26 (1), 35-50, 2014
592014
A nonlinear regression technique for manifold valued data with applications to medical image analysis
M Banerjee, R Chakraborty, E Ofori, MS Okun, DE Viallancourt, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2016
412016
Statistics on the Stiefel manifold: theory and applications
R Chakraborty, BC Vemuri
The Annals of Statistics 47 (1), 415-438, 2019
332019
Nonlinear regression on Riemannian manifolds and its applications to Neuro-image analysis
M Banerjee, R Chakraborty, E Ofori, D Vaillancourt, BC Vemuri
International Conference on Medical Image Computing and Computer-Assisted …, 2015
302015
Recursive frechet mean computation on the grassmannian and its applications to computer vision
R Chakraborty, BC Vemuri
Proceedings of the IEEE International Conference on Computer Vision, 4229-4237, 2015
272015
Segmenting web-domains and hashtags using length specific models
S Srinivasan, S Bhattacharya, R Chakraborty
Proceedings of the 21st ACM international conference on Information and …, 2012
262012
An efficient recursive estimator of the fréchet mean on a hypersphere with applications to medical image analysis
H Salehian, R Chakraborty, E Ofori, D Vaillancourt, BC Vemuri
Mathematical Foundations of Computational Anatomy 3, 143-154, 2015
252015
Speech/music classification using occurrence pattern of zcr and ste
A Ghosal, R Chakraborty, R Chakraborty, S Haty, BC Dhara, SK Saha
2009 Third International Symposium on Intelligent Information Technology …, 2009
252009
Music classification based on MFCC variants and amplitude variation pattern: a hierarchical approach
A Ghosal, R Chakraborty, BC Dhara, SK Saha
International Journal of Signal Processing, Image Processing and Pattern …, 2012
242012
Manifoldnet: A deep neural network for manifold-valued data with applications
R Chakraborty, J Bouza, J Manton, BC Vemuri
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
202020
A deep learning approach for meibomian gland atrophy evaluation in meibography images
J Wang, TN Yeh, R Chakraborty, XY Stella, MC Lin
Translational vision science & technology 8 (6), 37-37, 2019
202019
H-cnns: Convolutional neural networks for riemannian homogeneous spaces
R Chakraborty, M Banerjee, BC Vemuri
arXiv preprint arXiv:1805.05487 1, 2018
182018
Intrinsic grassmann averages for online linear and robust subspace learning
R Chakraborty, S Hauberg, BC Vemuri
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
162017
Song/instrumental classification using spectrogram based contextual features
A Ghosal, R Chakraborty, BC Dhara, SK Saha
Proceedings of the CUBE International Information Technology Conference, 21-25, 2012
162012
Manifoldnet: A deep network framework for manifold-valued data
R Chakraborty, J Bouza, J Manton, BC Vemuri
arXiv preprint arXiv:1809.06211, 2018
152018
A statistical recurrent model on the manifold of symmetric positive definite matrices
R Chakraborty, CH Yang, X Zhen, M Banerjee, D Archer, D Vaillancourt, ...
Advances in neural information processing systems 31, 2018
152018
An Efficient Exact-PGA Algorithm for Constant Curvature Manifolds
R Chakraborty, D Seo, BC Vemuri
Proceedings of the IEEE Conference of Computer Vision and Pattern …, 2016
142016
Dilated convolutional neural networks for sequential manifold-valued data
X Zhen, R Chakraborty, N Vogt, BB Bendlin, V Singh
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
132019
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