| LSTM fully convolutional networks for time series classification F Karim, S Majumdar, H Darabi, S Chen IEEE access 6, 1662-1669, 2017 | 1817 | 2017 |
| Multivariate LSTM-FCNs for time series classification F Karim, S Majumdar, H Darabi, S Harford Neural networks 116, 237-245, 2019 | 1325 | 2019 |
| Insights into LSTM fully convolutional networks for time series classification F Karim, S Majumdar, H Darabi Ieee Access 7, 67718-67725, 2019 | 245 | 2019 |
| Microaneurysm detection using fully convolutional neural networks P Chudzik, S Majumdar, F Calivá, B Al-Diri, A Hunter Computer methods and programs in biomedicine 158, 185-192, 2018 | 232 | 2018 |
| Fast conformer with linearly scalable attention for efficient speech recognition D Rekesh, NR Koluguri, S Kriman, S Majumdar, V Noroozi, H Huang, ... 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023 | 177 | 2023 |
| Nemotron-4 340b technical report B Adler, N Agarwal, A Aithal, DH Anh, P Bhattacharya, A Brundyn, ... arXiv preprint arXiv:2406.11704, 2024 | 162 | 2024 |
| Adversarial attacks on time series F Karim, S Majumdar, H Darabi IEEE transactions on pattern analysis and machine intelligence 43 (10), 3309 …, 2020 | 162 | 2020 |
| Matchboxnet: 1d time-channel separable convolutional neural network architecture for speech commands recognition S Majumdar, B Ginsburg arXiv preprint arXiv:2004.08531, 2020 | 117 | 2020 |
| Marblenet: Deep 1d time-channel separable convolutional neural network for voice activity detection F Jia, S Majumdar, B Ginsburg ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 81 | 2021 |
| Spgispeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition PK O'Neill, V Lavrukhin, S Majumdar, V Noroozi, Y Zhang, O Kuchaiev, ... arXiv preprint arXiv:2104.02014, 2021 | 81 | 2021 |
| Less is more: Accurate speech recognition & translation without web-scale data KC Puvvada, P Żelasko, H Huang, O Hrinchuk, NR Koluguri, K Dhawan, ... arXiv preprint arXiv:2406.19674, 2024 | 77 | 2024 |
| Llama-nemotron: Efficient reasoning models A Bercovich, I Levy, I Golan, M Dabbah, R El-Yaniv, O Puny, I Galil, ... arXiv preprint arXiv:2505.00949, 2025 | 61 | 2025 |
| Opencodereasoning: Advancing data distillation for competitive coding WU Ahmad, S Narenthiran, S Majumdar, A Ficek, S Jain, J Huang, ... arXiv preprint arXiv:2504.01943, 2025 | 58 | 2025 |
| Pathological voice classification using mel-cepstrum vectors and support vector machine M Pishgar, F Karim, S Majumdar, H Darabi arXiv preprint arXiv:1812.07729, 2018 | 48 | 2018 |
| Exudate segmentation using fully convolutional neural networks and inception modules P Chudzik, S Majumdar, F Caliva, B Al-Diri, A Hunter Medical Imaging 2018: Image Processing 10574, 785-792, 2018 | 48 | 2018 |
| Efficient sequence transduction by jointly predicting tokens and durations H Xu, F Jia, S Majumdar, H Huang, S Watanabe, B Ginsburg International Conference on Machine Learning, 38462-38484, 2023 | 46 | 2023 |
| A machine learning based model for Out of Hospital cardiac arrest outcome classification and sensitivity analysis S Harford, H Darabi, M Del Rios, S Majumdar, F Karim, T Vanden Hoek, ... Resuscitation 138, 134-140, 2019 | 36 | 2019 |
| Nemotron-h: A family of accurate and efficient hybrid mamba-transformer models A Blakeman, A Basant, A Khattar, A Renduchintala, A Bercovich, A Ficek, ... arXiv preprint arXiv:2504.03624, 2025 | 33 | 2025 |
| Microaneurysm detection using deep learning and interleaved freezing P Chudzik, S Majumdar, F Caliva, B Al-Diri, A Hunter Medical imaging 2018: image processing 10574, 379-387, 2018 | 32 | 2018 |
| Stateful conformer with cache-based inference for streaming automatic speech recognition V Noroozi, S Majumdar, A Kumar, J Balam, B Ginsburg ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 31 | 2024 |