Ron Banner

According to our database, Ron Banner authored at least 32 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

DropCompute: simple and more robust distributed synchronous training via compute variance reduction.

Niv Giladi, Shahar Gottlieb, Moran Shkolnik, Asaf Karnieli, Ron Banner, Elad Hoffer, Kfir Y. Levy, Daniel Soudry

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Minimum Variance Unbiased N: M Sparsity for the Neural Gradients.

Brian Chmiel, Itay Hubara, Ron Banner, Daniel Soudry

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats.

Brian Chmiel, Ron Banner, Elad Hoffer, Hilla Ben-Yaacov, Daniel Soudry

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Optimal Fine-Grained N: M sparsity for Activations and Neural Gradients.

Brian Chmiel, Itay Hubara, Ron Banner, Daniel Soudry

CoRR, 2022

Energy awareness in low precision neural networks.

Nurit Spingarn-Eliezer, Ron Banner, Elad Hoffer, Hilla Ben-Yaacov, Tomer Michaeli

CoRR, 2022

On Recoverability of Graph Neural Network Representations.

Maxim Fishman, Chaim Baskin, Evgenii Zheltonozhskii, Ron Banner, Avi Mendelson

CoRR, 2022

Power Awareness in Low Precision Neural Networks.

Nurit Spingarn-Eliezer, Ron Banner, Hilla Ben-Yaacov, Elad Hoffer, Tomer Michaeli

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Loss aware post-training quantization.

Yury Nahshan, Brian Chmiel, Chaim Baskin, Evgenii Zheltonozhskii, Ron Banner, Alex M. Bronstein, Avi Mendelson

Mach. Learn., 2021

CAT: Compression-Aware Training for bandwidth reduction.

Chaim Baskin, Brian Chmiel, Evgenii Zheltonozhskii, Ron Banner, Alex M. Bronstein, Avi Mendelson

J. Mach. Learn. Res., 2021

Logarithmic Unbiased Quantization: Practical 4-bit Training in Deep Learning.

Brian Chmiel, Ron Banner, Elad Hoffer, Hilla Ben-Yaacov, Daniel Soudry

CoRR, 2021

Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N: M Transposable Masks.

Itay Hubara, Brian Chmiel, Moshe Island, Ron Banner, Joseph Naor, Daniel Soudry

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Accurate Post Training Quantization With Small Calibration Sets.

Itay Hubara, Yury Nahshan, Yair Hanani, Ron Banner, Daniel Soudry

Proceedings of the 38th International Conference on Machine Learning, 2021

GAN "Steerability" without optimization.

Nurit Spingarn, Ron Banner, Tomer Michaeli

Proceedings of the 9th International Conference on Learning Representations, 2021

Neural gradients are near-lognormal: improved quantized and sparse training.

Brian Chmiel, Liad Ben-Uri, Moran Shkolnik, Elad Hoffer, Ron Banner, Daniel Soudry

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming.

Itay Hubara, Yury Nahshan, Yair Hanani, Ron Banner, Daniel Soudry

CoRR, 2020

Neural gradients are lognormally distributed: understanding sparse and quantized training.

Brian Chmiel, Liad Ben-Uri, Moran Shkolnik, Elad Hoffer, Ron Banner, Daniel Soudry

CoRR, 2020

Robust Quantization: One Model to Rule Them All.

Moran Shkolnik, Brian Chmiel, Ron Banner, Gil Shomron, Yury Nahshan, Alex M. Bronstein, Uri C. Weiser

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Feature Map Transform Coding for Energy-Efficient CNN Inference.

Brian Chmiel, Chaim Baskin, Evgenii Zheltonozhskii, Ron Banner, Yevgeny Yermolin, Alex Karbachevsky, Alex M. Bronstein, Avi Mendelson

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks.

Gil Shomron, Ron Banner, Moran Shkolnik, Uri C. Weiser

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Post training 4-bit quantization of convolutional networks for rapid-deployment.

Ron Banner, Yury Nahshan, Daniel Soudry

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

ACIQ: Analytical Clipping for Integer Quantization of neural networks.

Ron Banner, Yury Nahshan, Elad Hoffer, Daniel Soudry

CoRR, 2018

Norm matters: efficient and accurate normalization schemes in deep networks.

Elad Hoffer, Ron Banner, Itay Golan, Daniel Soudry

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Scalable methods for 8-bit training of neural networks.

Ron Banner, Itay Hubara, Elad Hoffer, Daniel Soudry

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2013

Image deblurring using maps of highlights.

Fabiane Queiroz, Tsang Ing Ren, Lior Shapira, Ron Banner

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

Automatic Policy Rule Extraction for Configuration Management.

Ron Banner, Omer Barkol, Ruth Bergman, Shahar Golan, Yuval Carmel, Ido Ish-Hurwitz, Oded Zilinsky

Proceedings of the POLICY 2011, 2011

What makes good image composition?

Ron Banner

Proceedings of the Human Vision and Electronic Imaging XVI, 2011

2010

Designing Low-Capacity Backup Networks for Fast Restoration.

Ron Banner, Ariel Orda

Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

The PARIS Algorithm for Determining Latent Topics.

Michal Aharon, Ira Cohen, Arik Itskovitch, Inbal Marhaim, Ron Banner

Proceedings of the ICDMW 2010, 2010

2008

Multi-Objective Topology Control in Wireless Networks.

Ron Banner, Ariel Orda

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007

The power of tuning: a novel approach for the efficient design of survivable networks.

Ron Banner, Ariel Orda

IEEE/ACM Trans. Netw., 2007

Multipath routing algorithms for congestion minimization.

Ron Banner, Ariel Orda

IEEE/ACM Trans. Netw., 2007

Bottleneck Routing Games in Communication Networks.

Ron Banner, Ariel Orda

IEEE J. Sel. Areas Commun., 2007