Get started
Author

Ron Banner

Post training 4-bit quantization of convolutional networks for rapid-deployment
2019 · Ron Banner, Yury Nahshan, et al. · neural information processing systems · 250
Post-training 4-bit quantization of convolution networks for rapid-deployment
2018 · Banner, Ron, Nahshan, Yury, et al. · arXiv (Cornell University) · 218
PDF
Scalable Methods for 8-bit Training of Neural Networks
2018 · Banner, Ron, Hubara, Itay, et al. · arXiv (Cornell University) · 205
PDF
Loss aware post-training quantization
2021 · Yury Nahshan, Brian Chmiel, et al. · Machine Learning · 191
PDF
Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
2020 · Hubara, Itay, Nahshan, Yury, et al. · arXiv (Cornell University) · 176
PDF
Multipath Routing Algorithms for Congestion Minimization
2007 · Ron Banner, Ariel Orda · IEEE/ACM Transactions on Networking · 152
Norm matters: efficient and accurate normalization schemes in deep networks
2018 · Hoffer, Elad, Banner, Ron, et al. · arXiv (Cornell University) · 119
PDF
Bottleneck Routing Games in Communication Networks
2007 · R. Banner, A. Orda · IEEE Journal on Selected Areas in Communications · 97
ACIQ: Analytical Clipping for Integer Quantization of neural networks
2018 · Ron Banner, Yury Nahshan, et al. · arXiv (Cornell University) · 87
Scaling FP8 training to trillion-token LLMs
2024 · Fishman, Maxim, Chmiel, Brian, et al. · arXiv (Cornell University) · 58
PDF
Robust Quantization: One Model to Rule Them All
2020 · Shkolnik, Moran, Chmiel, Brian, et al. · arXiv (Cornell University) · 57
PDF
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2026 · NVIDIA, :, et al. · arXiv (Cornell University) · 54
PDF
Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks
2021 · Hubara, Itay, Chmiel, Brian, et al. · arXiv (Cornell University) · 46
PDF
FP4 All the Way: Fully Quantized Training of LLMs
2025 · Chmiel, Brian, Fishman, Maxim, et al. · arXiv (Cornell University) · 44
PDF
Neural gradients are near-lognormal: improved quantized and sparse training
2020 · Chmiel, Brian, Ben-Uri, Liad, et al. · arXiv (Cornell University) · 40
PDF
Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats
2021 · Chmiel, Brian, Banner, Ron, et al. · arXiv (Cornell University) · 34
PDF
GAN "Steerability" without optimization
2020 · Spingarn-Eliezer, Nurit, Banner, Ron, et al. · arXiv (Cornell University) · 33
PDF
Designing Low-Capacity Backup Networks for Fast Restoration
2010 · Ron Banner, Ariel Orda · IEEE Conference on Computer Communications (INFOCOM) · 27
Feature Map Transform Coding for Energy-Efficient CNN Inference
2020 · Brian Chmiel, Chaim Baskin, et al. · International Joint Conference on Neural Networks (IJCNN) · 26
PDF
Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks
2020 · Gil Shomron, Ron Banner, et al. · Lecture notes in computer science · 24
PDF
Multi-Objective Topology Control in Wireless Networks
2008 · R. Banner, A. Orda · IEEE Conference on Computer Communications (INFOCOM) · 22
The Power of Tuning: A Novel Approach for the Efficient Design of Survivable Networks
2007 · Ron Banner, Ariel Orda · IEEE/ACM Transactions on Networking · 21
Bottleneck Routing Games in Communication Networks
2006 · R. Banner, A. Orda · IEEE Conference on Computer Communications (INFOCOM) · 18
Multipath Routing Algorithms for Congestion Minimization
2005 · Ron Banner, Ariel Orda · Lecture notes in computer science · 18
PDF
Workspace Optimization: How to Train Your Agent
2026 · Sarafian, Elad, Kaplun, Gal, et al. · arXiv (Cornell University) · 11
PDF
Works count: 47
Citation count: 2,084
H-index: 21
I10-index: 27
Year
Topic
Type