Ron Banner

Avi Mendelson

CoRR, 2022

Power Awareness in Low Precision Neural Networks.

[BibT_eX]

[DOI]

Nurit Spingarn-Eliezer

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Loss aware post-training quantization.

[BibT_eX]

[DOI]

Yury Nahshan

Brian Chmiel

Alex M. Bronstein

Avi Mendelson

Mach. Learn., 2021

CAT: Compression-Aware Training for bandwidth reduction.

[BibT_eX]

[DOI]

Brian Chmiel

Alex M. Bronstein

Avi Mendelson

J. Mach. Learn. Res., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

GAN "Steerability" without optimization.

[BibT_eX]

[DOI]

Nurit Spingarn

Tomer Michaeli

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

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

[BibT_eX]

[DOI]

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

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Robust Quantization: One Model to Rule Them All.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Brian Chmiel

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

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

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

Automatic Policy Rule Extraction for Configuration Management.

[BibT_eX]

[DOI]

Proceedings of the POLICY 2011, 2011

What makes good image composition?

[BibT_eX]

[DOI]

Proceedings of the Human Vision and Electronic Imaging XVI, 2011

2010

Designing Low-Capacity Backup Networks for Fast Restoration.

[BibT_eX]

[DOI]

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

The PARIS Algorithm for Determining Latent Topics.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

2008

Multi-Objective Topology Control in Wireless Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2007

Multipath routing algorithms for congestion minimization.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2007

Bottleneck Routing Games in Communication Networks.

[BibT_eX]

[DOI]