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cs.LG2023
RigLSTM: Recurrent Independent Grid LSTM for Generalizable Sequence Learning
Ziyu Wang, Wenhao Jiang, Zixuan Zhang +2
Sequential processes in real-world often carry a combination of simple subsystems that interact with each other in certain forms. Learning such a modular structure can often improv…
cs.CV2023
Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework
Shaobo Wang, Xiangdong Zhang, Dongrui Liu +1
Batch Normalization (BN) has become an essential technique in contemporary neural network design, enhancing training stability. Specifically, BN employs centering and scaling opera…