Lukasz Lew - RankMe

16 papers A* 4A 1Journal 7Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Custom Gradient Estimators are Straight-Through Estimators in Disguise. CoRR Matt Schoenbauer, Daniele Moro, Lukasz Lew, Andrew Howard
2024	A*	`conf`	PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks. CVPR 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
2024	J	`jnl`	PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks. CoRR 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
2024	J	`jnl`	Robust Training of Neural Networks at Arbitrary Precision and Sparsity. CoRR Chengxi Ye, Grace Chu, Yanfeng Liu, Yichi Zhang, Lukasz Lew, Andrew G. Howard
2023	A*	`conf`	Binarized Neural Machine Translation. NeurIPS Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
2023	J	`jnl`	Binarized Neural Machine Translation. CoRR Yichi Zhang, Ankush Garg, Yuan Cao, Lukasz Lew, Behrooz Ghorbani, Zhiru Zhang, Orhan Firat
2022	A	`conf`	4-bit Conformer with Native Quantization Aware Training for Speech Recognition. INTERSPEECH Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov
2022	J	`jnl`	4-bit Conformer with Native Quantization Aware Training for Speech Recognition. CoRR Shaojin Ding, Phoenix Meadowlark, Yanzhang He, Lukasz Lew, Shivani Agrawal, Oleg Rybakov
2022	A*	`conf`	PokeBNN: A Binary Pursuit of Lightweight Accuracy. CVPR Yichi Zhang, Zhiru Zhang, Lukasz Lew
2021	—	`conf`	Pareto-Optimal Quantized ResNet Is Mostly 4-Bit. CVPR Workshops AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew
2021	J	`jnl`	Pareto-Optimal Quantized ResNet Is Mostly 4-bit. CoRR AmirAli Abdolrashidi, Lisa Wang, Shivani Agrawal, Jonathan Malmaud, Oleg Rybakov, Chas Leichner, Lukasz Lew
2021	J	`jnl`	PokeBNN: A Binary Pursuit of Lightweight Accuracy. CoRR Yichi Zhang, Zhiru Zhang, Lukasz Lew
2017	A*	`conf`	TFX: A TensorFlow-Based Production-Scale Machine Learning Platform. KDD 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
2011	—	`conf`	Discovering Patterns of Collaboration in Rough Set Research: Statistical and Graph-Theoretical Approach. RSKT Zbigniew Suraj, Piotr Grochowalski, Lukasz Lew
2011	—	`conf`	Pawlak Collaboration Graph and Its Properties. RSFDGrC Zbigniew Suraj, Piotr Grochowalski, Lukasz Lew
2006	—	`conf`	Improving Depth-First PN-Search: 1 + Computers and Games Jakub Pawlewicz, Lukasz Lew