Rudrasis Chakraborty

Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention

Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 285 citations · Full text

Orthogonal Convolutional Neural Networks

Jiayun Wang, Yubei Chen, Rudrasis Chakraborty et al. · 2020 · 173 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Feature Selection Using a Neural Framework With Controlled Redundancy

Rudrasis Chakraborty, Nikhil R. Pal · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 82 citations

Engineering, Machine Learning, Data Science +13

A Deep Learning Approach for Meibomian Gland Atrophy Evaluation in Meibography Images

Jiayun Wang, Thao N. Yeh, Rudrasis Chakraborty et al. · Translational Vision Science & Technology · 2019 · 72 citations · Full text

ManifoldNet: A Deep Neural Network for Manifold-Valued Data With Applications

Rudrasis Chakraborty, Jose Bouza, Jonathan H. Manton et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 70 citations

Geometric Learning, Convolutional Neural Network, Engineering +17