Mutual-learning sequence-level knowledge distillation for automatic speech recognition

Sparse low rank factorization for deep neural network compression

(2020) Sridhar Swaminathan et al.   NEUROCOMPUTING

Neural architecture search based on model pool for wildlife identification

(2020) Liang Jia et al.   NEUROCOMPUTING

Localization-aware channel pruning for object detection

(2020) Zihao Xie et al.   NEUROCOMPUTING

Complete vector quantization of feedforward neural networks

(2019) Nikolaos Floropoulos et al.   NEUROCOMPUTING

General Sequence Teacher–Student Learning

(2019) Jeremy Heng Meng Wong et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Grow and Prune Compact, Fast, and Accurate LSTMs

(2019) Xiaoliang Dai et al.   IEEE TRANSACTIONS ON COMPUTERS

Compressing CNN-DBLSTM models for OCR with teacher-student learning and Tucker decomposition

(2019) Haisong Ding et al.   PATTERN RECOGNITION

Cross-lingual adaptation of a CTC-based multilingual acoustic model

(2018) Sibo Tong et al.   SPEECH COMMUNICATION

Shallowing Deep Networks: Layer-Wise Pruning Based on Feature Representations

(2018) Shi Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer

(2018) Shaohui Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Neural Network Compression by In-Parallel Pruning-Quantization

(2018) Frederick Tung et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

(2017) Baoguang Shi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Dirichlet mixture modeling to estimate an empirical lower bound for LSF quantization

(2014) Zhanyu Ma et al.   SIGNAL PROCESSING

Vector quantization of LSF parameters with a mixture of dirichlet distributions

(2013) Zhanyu Ma et al.   IEEE Transactions on Audio Speech and Language Processing