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)

Integral Neural Networks. - Kirill Solodskikh; Azim Kurbanov; Ruslan Aydarkhanov; Irina Zhelavskaya; Yury Parfenov; Dehua Song; Stamatios Lefkimmiatis (CVPR, 2023)

Towards Robust Full Low-Bit Quantization of Super Resolution Networks. - Denis Makhov; Ruslan Ostapets; Irina Zhelavskaya; Dehua Song; Kirill Solodskikh (ECCV (75), 2024)