Ahmed Imtiaz Humayun

Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 93 citations · Full text

Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng et al. · 2018 · 34 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification

Ahmed Imtiaz Humayun, Md. Tauhiduzzaman Khan, Shabnam Ghaffarzadegan et al. · 2018 · 25 citations · Full text

Music, Convolutional Neural Network, Engineering +25

Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values

Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 18 citations

Artificial Intelligence, Generation Quality, Diversity Control +16

NumtaDB - Assembled Bengali Handwritten Digits

Samiul Alam, Tahsin Reasat, Rashed Mohammad Doha et al. · arXiv (Cornell University) · 2018 · 16 citations · Full text

Hand-written Bengali Digits, Image Analysis, Engineering +11