Vladimir Chikin

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

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

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)

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

Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022

Channel Balancing for Accurate Quantization of Winograd Convolutions CVPR 2022

Towards Accurate Network Quantization with Equivalent Smooth Regularizer ECCV 2022

Explicit Model Size Control and Relaxation via Smooth Regularization for Mixed-Precision Quantization ECCV 2022