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2020 – today
- 2023
[j4]Samer Kurzum
, Gil Shomron, Freddy Gabbay, Uri C. Weiser:
Enhancing DNN Training Efficiency Via Dynamic Asymmetric Architecture. IEEE Comput. Archit. Lett. 22(1): 49-52 (2023)- 2021
- [c4]Gil Shomron, Freddy Gabbay, Samer Kurzum, Uri C. Weiser:
Post-Training Sparsity-Aware Quantization. NeurIPS 2021: 17737-17748 - [i6]Gil Shomron, Freddy Gabbay, Samer Kurzum, Uri C. Weiser:
Post-Training Sparsity-Aware Quantization. CoRR abs/2105.11010 (2021) - 2020
- [c3]Gil Shomron, Ron Banner, Moran Shkolnik, Uri C. Weiser:
Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks. ECCV (10) 2020: 234-250 - [c2]Gil Shomron, Uri C. Weiser:
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks. MICRO 2020: 256-269 - [c1]Moran Shkolnik, Brian Chmiel, Ron Banner, Gil Shomron, Yury Nahshan, Alex M. Bronstein, Uri C. Weiser:
Robust Quantization: One Model to Rule Them All. NeurIPS 2020 - [i5]Moran Shkolnik, Brian Chmiel, Ron Banner, Gil Shomron, Yury Nahshan, Alexander M. Bronstein, Uri C. Weiser:
Robust Quantization: One Model to Rule Them All. CoRR abs/2002.07686 (2020) - [i4]Gil Shomron, Uri C. Weiser:
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks. CoRR abs/2004.09309 (2020) - [i3]Gil Shomron, Uri C. Weiser:
Post-Training BatchNorm Recalibration. CoRR abs/2010.05625 (2020)
2010 – 2019
- 2019
- [j3]Gil Shomron, Uri C. Weiser:
Spatial Correlation and Value Prediction in Convolutional Neural Networks. IEEE Comput. Archit. Lett. 18(1): 10-13 (2019) - [j2]Gil Shomron, Tal Horowitz, Uri C. Weiser:
SMT-SA: Simultaneous Multithreading in Systolic Arrays. IEEE Comput. Archit. Lett. 18(2): 99-102 (2019) - [i2]Gil Shomron, Ron Banner, Moran Shkolnik, Uri C. Weiser:
Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks. CoRR abs/1909.07636 (2019) - 2018
- [i1]Gil Shomron, Uri C. Weiser:
Exploiting Spatial Correlation in Convolutional Neural Networks for Activation Value Prediction. CoRR abs/1807.10598 (2018) - 2017
- [j1]Tomer Y. Morad, Gil Shomron, Mattan Erez, Avinoam Kolodny, Uri C. Weiser:
Optimizing Read-Once Data Flow in Big-Data Applications. IEEE Comput. Archit. Lett. 16(1): 68-71 (2017)
Coauthor Index
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