| Convolutional-recurrent neural networks for speech enhancement H Zhao, S Zarar, I Tashev, CH Lee 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 218 | 2018 |
| Hardware-efficient deep convolutional neural networks S Zarar, J Liu US Patent 9,904,874, 2018 | 154 | 2018 |
| Scalable-effort classifiers for energy-efficient machine learning S Venkataramani, A Raghunathan, J Liu, S Zarar Proceedings of the 52nd Annual Design Automation Conference, 67, 2015 | 101 | 2015 |
| A 0.6–107 µW energy-scalable processor for directly analyzing compressively-sensed EEG S Zarar, KH Lee, NK Jha, N Verma IEEE Transactions on Circuits and Systems I: Regular Papers 61 (4), 1105-1118, 2014 | 71* | 2014 |
| Cross modal audio search and retrieval with joint embeddings based on text and audio B Elizalde, S Zarar, B Raj ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 67 | 2019 |
| {Model-Switching}: Dealing with fluctuating workloads in {Machine-Learning-as-a-Service} systems J Zhang, S Elnikety, S Zarar, A Gupta, S Garg 12th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 20), 2020 | 62 | 2020 |
| Signal processing with direct computations on compressively sensed data S Zarar, NK Jha, N Verma IEEE Transactions on Very Large Scale Integration (VLSI) Systems 23 (1), 30-43, 2014 | 61 | 2014 |
| Ultrasound based gesture recognition A Das, I Tashev, S Zarar 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 52 | 2017 |
| Rate-adaptive compressed-sensing and sparsity variance of biomedical signals V Behravan, NE Glover, R Farry, PY Chiang, S Zarar 2015 IEEE 12th International Conference on Wearable and Implantable Body …, 2015 | 50 | 2015 |
| A compressed-domain processor for seizure detection to simultaneously reduce computation and communication energy S Zarar, NK Jha, N Verma Proceedings of the IEEE 2012 Custom Integrated Circuits Conference, 1-4, 2012 | 49 | 2012 |
| Two-stage vector reduction using two-dimensional and one-dimensional systolic arrays S Zarar, J Liu, S Venkataramani US Patent App. 14/715,557, 2016 | 44* | 2016 |
| Systems, methods, and computer-readable media for improved real-time audio processing IJ Tashev, SM Zarar, TU Yan-Hui, C Lee, H Zhao US Patent 10,672,414, 2020 | 43 | 2020 |
| Unsupervised deep representation learning to remove motion artifacts in free-mode body sensor networks S Zarar, I Tashev 2017 IEEE 14th International Conference on Wearable and Implantable Body …, 2017 | 42 | 2017 |
| A hybrid approach to combining conventional and deep learning techniques for single-channel speech enhancement and recognition YH Tu, I Tashev, S Zarar, CH Lee 2018 IEEE International conference on acoustics, speech and signal …, 2018 | 36 | 2018 |
| Measuring the impact of memory errors on application performance M Gottscho, S Zarar, S Govindan, B Sharma, D Wang, P Gupta IEEE Computer Architecture Letters 16 (1), 51-55, 2016 | 35 | 2016 |
| Scalable-effort classifiers for energy-efficient machine learning S Zarar, J Liu, S Venkataramani US Patent App. 15/877,984, 2018 | 33* | 2018 |
| Sparsity estimation for data transmission S Zarar, J Liu US Patent App. 10/057,383, 2018 | 26* | 2018 |
| Machine learning for placement-insensitive inertial motion capture X Xiao, S Zarar 2018 IEEE International Conference on Robotics and Automation (ICRA), 6716-6721, 2018 | 26 | 2018 |
| Algorithm-driven architectural design space exploration of domain-specific medical-sensor processors S Zarar, NK Jha, N Verma IEEE Transactions on Very Large Scale Integration (VLSI) Systems 21 (10 …, 2012 | 26 | 2012 |
| CompAct: On-chip Compression of Activations for Low Power Systolic Array Based CNN Acceleration J Zhang, P Raj, S Zarar, A Ambardekar, S Garg ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-24, 2019 | 25 | 2019 |
