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ORCIDKai Chen 0001
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Publications
- 2020
[j4]Haisong Ding
, Kai Chen, Qiang Huo:
Improving Knowledge Distillation of CTC-Trained Acoustic Models With Alignment-Consistent Ensemble and Target Delay. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2561-2571 (2020)- [c13]Kai Chen, Haisong Ding, Qiang Huo:
Parallelizing Adam Optimizer with Blockwise Model-Update Filtering. ICASSP 2020: 3027-3031 - [c12]Mingyang Guan, Haisong Ding, Kai Chen, Qiang Huo:
Improving Handwritten OCR with Augmented Text Line Images Synthesized from Online Handwriting Samples by Style-Conditioned GAN. ICFHR 2020: 151-156 - 2019
- [j3]Haisong Ding, Kai Chen, Qiang Huo:
Compressing CNN-DBLSTM models for OCR with teacher-student learning and Tucker decomposition. Pattern Recognit. 96 (2019) - [c11]Haisong Ding, Kai Chen, Qiang Huo:
Compression of CTC-Trained Acoustic Models by Dynamic Frame-Wise Distillation or Segment-Wise N-Best Hypotheses Imitation. INTERSPEECH 2019: 3218-3222 - 2018
- [c10]Haisong Ding, Kai Chen, Wenping Hu, Meng Cai, Qiang Huo:
Building Compact CNN-DBLSTM Based Character Models for Handwriting Recognition and OCR by Teacher-Student Learning. ICFHR 2018: 139-144 - 2017
- [c9]Wenping Hu, Meng Cai, Kai Chen, Haisong Ding, Lei Sun, Sen Liang, Xiongjian Mo, Qiang Huo:
Sequence Discriminative Training for Offline Handwriting Recognition by an Interpolated CTC and Lattice-Free MMI Objective Function. ICDAR 2017: 61-66 - [c8]Haisong Ding, Kai Chen, Ye Yuan, Meng Cai, Lei Sun, Sen Liang, Qiang Huo:
A Compact CNN-DBLSTM Based Character Model for Offline Handwriting Recognition with Tucker Decomposition. ICDAR 2017: 507-512 - [c7]Meng Cai, Wenping Hu, Kai Chen, Lei Sun, Sen Liang, Xiongjian Mo, Qiang Huo:
An Open Vocabulary OCR System with Hybrid Word-Subword Language Models. ICDAR 2017: 519-524 - [c6]Kai Chen, Li Tian, Haisong Ding, Meng Cai, Lei Sun, Sen Liang, Qiang Huo:
A Compact CNN-DBLSTM Based Character Model for Online Handwritten Chinese Text Recognition. ICDAR 2017: 1068-1073 - 2016
- [j2]Kai Chen, Qiang Huo:
Training Deep Bidirectional LSTM Acoustic Model for LVCSR by a Context-Sensitive-Chunk BPTT Approach. IEEE ACM Trans. Audio Speech Lang. Process. 24(7): 1185-1193 (2016) - [c5]Kai Chen, Qiang Huo:
Scalable training of deep learning machines by incremental block training with intra-block parallel optimization and blockwise model-update filtering. ICASSP 2016: 5880-5884 - 2015
- [j1]Lei Sun, Qiang Huo, Wei Jia, Kai Chen:
A robust approach for text detection from natural scene images. Pattern Recognit. 48(9): 2906-2920 (2015) - [c4]Kai Chen, Zhi-Jie Yan, Qiang Huo:
A context-sensitive-chunk BPTT approach to training deep LSTM/BLSTM recurrent neural networks for offline handwriting recognition. ICDAR 2015: 411-415 - [c3]Kai Chen, Zhi-Jie Yan, Qiang Huo:
Training deep bidirectional LSTM acoustic model for LVCSR by a context-sensitive-chunk BPTT approach. INTERSPEECH 2015: 3600-3604 - 2014
- [c2]Lei Sun, Qiang Huo, Wei Jia, Kai Chen:
Robust Text Detection in Natural Scene Images by Generalized Color-Enhanced Contrasting Extremal Region and Neural Networks. ICPR 2014: 2715-2720 - 2012
- [c1]Jun Du, Qiang Huo, Kai Chen:
Designing compact classifiers for rotation-free recognition of large vocabulary online handwritten Chinese characters. ICASSP 2012: 1721-1724
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