Gil Shomron

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Highly Efficient

Spatial Correlation

Top Venues

IEEE Comput. Archit. Lett.

Publications

Samer Kurzum, Gil Shomron, Freddy Gabbay, Uri C. Weiser
Enhancing DNN Training Efficiency Via Dynamic Asymmetric Architecture. IEEE Comput. Archit. Lett. 22 (1) (2023)
Gil Shomron, Freddy Gabbay, Samer Kurzum, Uri C. Weiser
Post-Training Sparsity-Aware Quantization. NeurIPS (2021)
Gil Shomron, Freddy Gabbay, Samer Kurzum, Uri C. Weiser
Post-Training Sparsity-Aware Quantization. CoRR (2021)
Gil Shomron, Uri C. Weiser
Post-Training BatchNorm Recalibration. CoRR (2020)
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)
Gil Shomron, Uri C. Weiser
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks. CoRR (2020)
Gil Shomron, Uri C. Weiser
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks. MICRO (2020)
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 (2020)
Gil Shomron, Ron Banner, Moran Shkolnik, Uri C. Weiser
Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks. ECCV (10) (2020)
Gil Shomron, Ron Banner, Moran Shkolnik, Uri C. Weiser
Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks. CoRR (2019)
Gil Shomron, Tal Horowitz, Uri C. Weiser
SMT-SA: Simultaneous Multithreading in Systolic Arrays. IEEE Comput. Archit. Lett. 18 (2) (2019)
Gil Shomron, Uri C. Weiser
Spatial Correlation and Value Prediction in Convolutional Neural Networks. IEEE Comput. Archit. Lett. 18 (1) (2019)
Gil Shomron, Uri C. Weiser
Exploiting Spatial Correlation in Convolutional Neural Networks for Activation Value Prediction. CoRR (2018)
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) (2017)