Data-Free Network Compression via Parametric Non-uniform Mixed Precision Quantization. - Vladimir Chikin; Mikhail Antiukh (CVPR, 2022)

Channel Balancing for Accurate Quantization of Winograd Convolutions. - Vladimir Chikin; Vladimir Kryzhanovskiy (CVPR, 2022)

Explicit Model Size Control and Relaxation via Smooth Regularization for Mixed-Precision Quantization. - Vladimir Chikin; Kirill Solodskikh; Irina Zhelavskaya (ECCV (12), 2022)

Towards Accurate Network Quantization with Equivalent Smooth Regularizer. - Kirill Solodskikh; Vladimir Chikin; Ruslan Aydarkhanov; Dehua Song; Irina Zhelavskaya; Jiansheng Wei (ECCV (11), 2022)