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Vladimir Chikin

4 papers · 2022–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird

Venues

CVPR (2) ECCV (2)

Top co-authors

Kirill Solodskikh (2) Irina Zhelavskaya (2) Jiansheng Wei (1) Mikhail Antiukh (1) Ruslan Aydarkhanov (1) Dehua Song (1) Vladimir Kryzhanovskiy (1)

Research topics

Machine Learning (2) Application Areas (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Core AI (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

model compression (2) post-training quantization (1) parameter quantization (1) mixed-precision quantization (1) winograd convolution (1) data-free compression (1) network quantization (1) neural network quantization (1) channel balancing (1)

Papers

Channel Balancing for Accurate Quantization of Winograd Convolutions CVPR 2022 Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022 Explicit Model Size Control and Relaxation via Smooth Regularization for Mixed-Precision Quantization ECCV 2022 Towards Accurate Network Quantization with Equivalent Smooth Regularizer ECCV 2022