Vladimir Kryzhanovskiy

4 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (2) ECCV (1) Interspeech (1)

Top co-authors

Nikolay Kozyrskiy (1) Denis Parkhomenko (1) Gleb Balitskiy (1) Tasnima Sadekova (1) Vladimir Chikin (1) Alexander Filippov (1) Stanislav Kamenev (1) Aleksandr Zuruev (1) Vladimir Protsenko (1) Sergey Repyevsky (1)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Deep Learning (2) Core AI (2) Speech & Audio (1) Architectures (1) Models (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Synthesis (1)

Keywords

model compression (3) post-training quantization (2) efficient computing (1) parameter prediction (1) weight quantization (1) on-device inference (1) neural vocoder (1) winograd convolution (1) activation quantization (1) neural network (1) quantization parameter prediction (1) neural network quantization (1) channel balancing (1) speech synthesis (1)

Papers

Quantization-Friendly Winograd Transformations for Convolutional Neural Networks ECCV 2024 Channel Balancing for Accurate Quantization of Winograd Convolutions CVPR 2022 QPP: Real-Time Quantization Parameter Prediction for Deep Neural Networks CVPR 2021 Fast and Lightweight On-Device TTS with Tacotron2 and LPCNet Interspeech 2020