| Robust Quantization: One Model to Rule Them All M Shkolnik, B Chmiel, R Banner, G Shomron, Y Nahshan, A Bronstein, ... Advances in Neural Information Processing Systems (NIPS), 5308-5317, 2020 | 72* | 2020 |
| Spatial Correlation and Value Prediction in Convolutional Neural Networks G Shomron, U Weiser IEEE Computer Architecture Letters 18 (1), 10-13, 2018 | 46 | 2018 |
| Post-Training Sparsity-Aware Quantization G Shomron, F Gabbay, S Kurzum, U Weiser Advances in Neural Information Processing Systems (NIPS), 17737--17748, 2021 | 30 | 2021 |
| Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks G Shomron, R Banner, M Shkolnik, U Weiser European Conference on Computer Vision (ECCV), 234-250, 2020 | 27 | 2020 |
| SMT-SA: Simultaneous Multithreading in Systolic Arrays G Shomron, T Horowitz, U Weiser IEEE Computer Architecture Letters 18 (2), 99-102, 2019 | 23 | 2019 |
| Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks G Shomron, U Weiser IEEE/ACM International Symposium on Microarchitecture (MICRO), 256-269, 2020 | 17 | 2020 |
| Compression of Neural Networks for Specialized Tasks via Value Locality F Gabbay, G Shomron Mathematics 9 (20), 2612, 2021 | 2 | 2021 |
| Post-Training BatchNorm Recalibration G Shomron, U Weiser arXiv preprint arXiv:2010.05625, 2020 | 2 | 2020 |
| Optimizing Read-Once Data Flow in Big-Data Applications TY Morad, G Shomron, M Erez, A Kolodny, UC Weiser IEEE Computer Architecture Letters 16 (1), 68-71, 2016 | 1 | 2016 |
| Enhancing DNN Training Efficiency Via Dynamic Asymmetric Architecture S Kurzum, G Shomron, F Gabbay, U Weiser IEEE Computer Architecture Letters, 2023 | | 2023 |
| Structured Compression of Convolutional Neural Networks for Specialized Tasks F Gabbay, B Salomon, G Shomron Mathematics 10 (19), 2227, 2022 | | 2022 |
| Non-Blocking Simultaneous Multithreading (NB-SMT) G Shomron, U Weiser US Patent App. 17/447,065, 2022 | | 2022 |
Uri WeiserProfessor, TechnionVerified email at ee.technion.ac.il
