| 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 | 194 | 2021 |
| Orthogonal convolutional neural networks J Wang, Y Chen, R Chakraborty, SX Yu Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 138 | 2020 |
| 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 | 74 | 2014 |
| Effect of mulch type and colour o9n growth and yield of tomato (Lycopersicon esculentum) RC Chakraborty, MK Sadhu Indian Council of Agricutural Research, 2013 | 48 | 2013 |
| 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 | 42 | 2016 |
| Statistics on the Stiefel manifold: theory and applications R Chakraborty, BC Vemuri | 41 | 2019 |
| 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 | 37 | 2019 |
| 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 | 36 | 2020 |
| Nonlinear regression on Riemannian manifolds and its applications to Neuro-image analysis M Banerjee, R Chakraborty, E Ofori, D Vaillancourt, BC Vemuri Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015 | 35 | 2015 |
| 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 | 33 | 2015 |
| 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 | 28 | 2012 |
| 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 | 27 | 2018 |
| 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 | 27 | 2009 |
| 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 | 25 | 2015 |
| 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 | 25 | 2012 |
| 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 | 21 | 2019 |
| H-cnns: Convolutional neural networks for riemannian homogeneous spaces R Chakraborty, M Banerjee, BC Vemuri arXiv preprint arXiv:1805.05487 1, 2018 | 19 | 2018 |
| 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 | 19 | 2017 |
| Quantifying meibomian gland morphology using artificial intelligence J Wang, S Li, TN Yeh, R Chakraborty, AD Graham, XY Stella, MC Lin Optometry and Vision Science 98 (9), 1094-1103, 2021 | 17 | 2021 |
| SurReal: Complex-valued learning as principled transformations on a scaling and rotation manifold R Chakraborty, Y Xing, XY Stella IEEE Transactions on Neural Networks and Learning Systems 33 (3), 940-951, 2020 | 17* | 2020 |
Baba C VemuriDistinguished Professor, Dept. of CISE, University of FloridaVerified email at ufl.edu
