| 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 | 60 | 2020 |
| Self-consuming generative models go mad S Alemohammad, J Casco-Rodriguez, L Luzi, AI Humayun, H Babaei, ... arXiv preprint arXiv:2307.01850, 2023 | 50 | 2023 |
| Numtadb-assembled bengali handwritten digits S Alam, T Reasat, RM Doha, AI Humayun arXiv preprint arXiv:1806.02452, 2018 | 46 | 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 | 34 | 2019 |
| 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 | 30 | 2018 |
| Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values AI Humayun, R Balestriero, R Baraniuk CVPR 2022, 2022 | 25 | 2022 |
| MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining AI Humayun, R Balestriero, R Baraniuk ICLR 2022, 2021 | 24 | 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 | 24 | 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 | 20 | 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 | 18* | 2021 |
| Method and system for detecting abnormal heart sounds S Ghaffarzadegan, Z Feng, AI Humayun, T Hasan US Patent App. 16/033,296, 2019 | 13 | 2019 |
| 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 | 11 | 2023 |
| 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 | 9 | 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 | 8 | 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 | 7 | 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 | 5 | 2023 |
| 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 | 3 | 2021 |
| Abugida Normalizer and Parser for Unicode texts N Ansary, QAR Adib, T Reasat, S Mehnaz, AS Sushmit, AI Humayun, ... arXiv preprint arXiv:2306.01743, 2023 | 2 | 2023 |
| AI learns to recognize Bengali handwritten digits: Bengali. AI computer vision challenge 2018 SA Kamran, AI Humayun, S Alam, RM Doha, MK Mandal, T Reasat, ... arXiv preprint arXiv:1810.04452, 2018 | 2 | 2018 |
| Provable Instance Specific Robustness via Linear Constraints AI Humayun, J Casco-Rodriguez, R Balestriero, R Baraniuk ICML 2023 Workshop on New Frontiers in Adversarial Machine Learning, 2023 | 1 | 2023 |
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityVerified email at rice.edu
