Ahmed Imtiaz Humayun
Ahmed Imtiaz Humayun
Rice Univeristy, Google
Verified email at - Homepage
Cited by
Cited by
Self-consuming generative models go mad
S Alemohammad, J Casco-Rodriguez, L Luzi, AI Humayun, H Babaei, ...
arXiv preprint arXiv:2307.01850, 2023
Towards domain invariant heart sound abnormality detection using learnable filterbanks
AI Humayun, S Ghaffarzadegan, MI Ansari, Z Feng, T Hasan
IEEE journal of biomedical and health informatics 24 (8), 2189-2198, 2020
Numtadb-assembled bengali handwritten digits
S Alam, T Reasat, RM Doha, AI Humayun
arXiv preprint arXiv:1806.02452, 2018
End-to-end Sleep Staging with Raw Single Channel EEG using Deep Residual ConvNets
AI Humayun, AS Sushmit, T Hasan, MIH Bhuiyan
IEEE BHI 2019, 2019
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values
AI Humayun, R Balestriero, R Baraniuk
CVPR 2022, 2022
Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection
AI Humayun, S Ghaffarzadegan, Z Feng, T Hasan
EMBC 2018, 2018
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
AI Humayun, R Balestriero, R Baraniuk
ICLR 2022, 2021
An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification
AI Humayun, M Khan, S Ghaffarzadegan, Z Feng, T Hasan
Interspeech 2018, 2018
X-ray image compression using convolutional recurrent neural networks
AS Sushmit, SU Zaman, AI Humayun, T Hasan, MIH Bhuiyan
2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019
A Large Multi-Target Dataset of Common Bengali Handwritten Graphemes
S Alam, T Reasat, AS Sushmit, SM Siddiquee, F Rahman, M Hasan, ...
ICDAR 21, 2021
Splinecam: Exact visualization and characterization of deep network geometry and decision boundaries
AI Humayun, R Balestriero, G Balakrishnan, RG Baraniuk
CVPR 2023, 3789-3798, 2023
Method and system for detecting abnormal heart sounds
S Ghaffarzadegan, Z Feng, AI Humayun, T Hasan
US Patent App. 16/033,296, 2019
Predictive real-time beat tracking from music for embedded application
I Al-Hussaini, AI Humayun, S Alam, SI Foysal, A Al Masud, A Mahmud, ...
2018 IEEE Conference on multimedia information processing and retrieval …, 2018
Bengali common voice speech dataset for automatic speech recognition
S Alam, A Sushmit, Z Abdullah, S Nakkhatra, MD Ansary, SM Hossen, ...
arXiv preprint arXiv:2206.14053, 2022
BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset
MIH Shihab, MR Hasan, MR Emon, SM Hossen, MN Ansary, I Ahmed, ...
ICDAR 2023, 2023
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking
FR Rakib, SS Dip, S Alam, N Tasnim, MIH Shihab, MN Ansary, ...
INTERSPEECH 2023, 2023
Deep networks always grok and here is why
AI Humayun, R Balestriero, R Baraniuk
arXiv preprint arXiv:2402.15555, 2024
Abugida Normalizer and Parser for Unicode texts
MN Ansary, QAR Adib, T Reasat, SM Mehnaz, AS Sushmit, AI Humayun, ...
CoRR, 2023
Exact visualization of deep neural network geometry and decision boundary
AI Humayun, R Balestriero, R Baraniuk
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022
Wearing a mask: Compressed representations of variable-length sequences using recurrent neural tangent kernels
S Alemohammad, H Babaei, R Balestriero, MY Cheung, AI Humayun, ...
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
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