Lukasz Lew

According to our database, Lukasz Lew authored at least 11 papers between 2006 and 2024.

Collaborative distances:

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

2024

Robust Training of Neural Networks at Arbitrary Precision and Sparsity.

Chengxi Ye, Grace Chu, Yanfeng Liu, Yichi Zhang, Lukasz Lew, Andrew G. Howard

CoRR, 2024

Custom Gradient Estimators are Straight-Through Estimators in Disguise.

Matt Schoenbauer, Daniele Moro, Lukasz Lew, Andrew Howard

CoRR, 2024

PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks.

Marina Neseem, Conor McCullough, Randy Hsin, Chas Leichner, Shan Li, In Suk Chong, Andrew G. Howard, Lukasz Lew, Sherief Reda, Ville-Mikko Rautio, Daniele Moro

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Binarized Neural Machine Translation.

Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat

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

2022

4-bit Conformer with Native Quantization Aware Training for Speech Recognition.

Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

PokeBNN: A Binary Pursuit of Lightweight Accuracy.

Yichi Zhang, Zhiru Zhang, Lukasz Lew

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Pareto-Optimal Quantized ResNet Is Mostly 4-Bit.

AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2017

TFX: A TensorFlow-Based Production-Scale Machine Learning Platform.

Denis Baylor, Eric Breck, Heng-Tze Cheng, Noah Fiedel, Chuan Yu Foo, Zakaria Haque, Salem Haykal, Mustafa Ispir, Vihan Jain, Levent Koc, Chiu Yuen Koo, Lukasz Lew, Clemens Mewald, Akshay Naresh Modi, Neoklis Polyzotis, Sukriti Ramesh, Sudip Roy, Steven Euijong Whang, Martin Wicke, Jarek Wilkiewicz, Xin Zhang, Martin Zinkevich

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2011

Discovering Patterns of Collaboration in Rough Set Research: Statistical and Graph-Theoretical Approach.

Zbigniew Suraj, Piotr Grochowalski, Lukasz Lew

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Pawlak Collaboration Graph and Its Properties.

Zbigniew Suraj, Piotr Grochowalski, Lukasz Lew

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

2006

Improving Depth-First PN-Search: 1 + <i>epsilon</i> Trick.

Jakub Pawlewicz, Lukasz Lew

Proceedings of the Computers and Games, 5th International Conference, 2006