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Lukasz Lew

4 papers · 2022–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (2) Interspeech (1) NeurIPS (1)

Top co-authors

Zhiru Zhang (2) Yichi Zhang (2) Daniele Moro (1) Yuan Cao (1) Randy Hsin (1) Sherief Reda (1) Shivani Agrawal (1) Conor McCullough (1) Behrooz Ghorbani (1) Oleg Rybakov‎ (1)

Research topics

Deep Learning (3) Machine Learning (3) Application Areas (3) Techniques (3) Artificial Intelligence (1) Natural Language Processing (1) Speech & Audio (1) Applications (1) Core AI (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1) Recognition (1)

Keywords

model compression (3) neural network optimization (2) efficient computing (2) automatic speech recognition (1) inference efficiency (1) low-precision quantization (1) quantization-aware training (1) binary neural network (1) 4-bit quantization (1) batch normalization quantization (1) neural network quantization (1) elementwise operation (1) model quantization (1) machine translation (1)

Papers

PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024 Binarized Neural Machine Translation NeurIPS 2023 4-bit Conformer with Native Quantization Aware Training for Speech Recognition Interspeech 2022 PokeBNN: A Binary Pursuit of Lightweight Accuracy CVPR 2022