← Authors

Ron Banner

14 papers · 2018–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (7) πŸ‘‘ Triple Crown 🀝 Dynamic Duo (10) ⚑ Prolific Year (5) πŸ’Ž Century Club (14)

Conferences

NIPS (6) ICLR (5) ECCV (1) ICML (1) JMLR (1)

Top co-authors

Daniel Soudry (10) Brian Chmiel (7) Elad Hoffer (5) Itay Hubara (4) moran shkolnik (4) Yury Nahshan (3) Gil Shomron (2) Uri Weiser (2) Liad Ben-Uri (1) Shahar Gottlieb (1)

Keywords

model compression (4) neural network quantization (4) batch normalization (2) post-training quantization (2) convolutional neural network (1) convolutional network (1) weight decay (1) numerical stability (1) structural pruning (1) quantization error (1) weight normalization (1) matrix multiplication (1) memory bandwidth (1) deep network (1) gradient quantization (1) bit-width allocation (1) 4-bit quantization (1) bit allocation (1) bandwidth reduction (1) calibration set (1)

Papers

Scaling FP8 training to trillion-token LLMs ICLR 2025
DropCompute: simple and more robust distributed synchronous training via compute variance reduction NIPS 2023
Minimum Variance Unbiased N:M Sparsity for the Neural Gradients ICLR 2023
Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats ICLR 2023
CAT: Compression-Aware Training for bandwidth reduction JMLR 2021
Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks NIPS 2021
Neural gradients are near-lognormal: improved quantized and sparse training ICLR 2021
GAN "Steerability" without optimization ICLR 2021
Accurate Post Training Quantization With Small Calibration Sets ICML 2021
Robust Quantization: One Model to Rule Them All NIPS 2020
Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks ECCV 2020
Post training 4-bit quantization of convolutional networks for rapid-deployment NIPS 2019
Scalable methods for 8-bit training of neural networks NIPS 2018
Norm matters: efficient and accurate normalization schemes in deep networks NIPS 2018