Lukasz Lew

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Pareto Optimality

Machine Translation

Speech Recognizers

Top Venues

Publications

Matt Schoenbauer, Daniele Moro, Lukasz Lew, Andrew Howard
Custom Gradient Estimators are Straight-Through Estimators in Disguise. CoRR (2024)
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
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks. CoRR (2024)
Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
Binarized Neural Machine Translation. CoRR (2023)
Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
Binarized Neural Machine Translation. NeurIPS (2023)
Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov
4-bit Conformer with Native Quantization Aware Training for Speech Recognition. CoRR (2022)
Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov
4-bit Conformer with Native Quantization Aware Training for Speech Recognition. INTERSPEECH (2022)
Yichi Zhang, Zhiru Zhang, Lukasz Lew
PokeBNN: A Binary Pursuit of Lightweight Accuracy. CVPR (2022)
AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew
Pareto-Optimal Quantized ResNet Is Mostly 4-bit. CoRR (2021)
Yichi Zhang, Zhiru Zhang, Lukasz Lew
PokeBNN: A Binary Pursuit of Lightweight Accuracy. CoRR (2021)
AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew
Pareto-Optimal Quantized ResNet Is Mostly 4-Bit. CVPR Workshops (2021)
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
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform. KDD (2017)
Zbigniew Suraj, Piotr Grochowalski, Lukasz Lew
Discovering Patterns of Collaboration in Rough Set Research: Statistical and Graph-Theoretical Approach. RSKT (2011)
Zbigniew Suraj, Piotr Grochowalski, Lukasz Lew
Pawlak Collaboration Graph and Its Properties. RSFDGrC (2011)
Jakub Pawlewicz, Lukasz Lew
Trick. Computers and Games (2006)