Kai Chen

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 17

Top Topics

Acoustic Models

Student Learning

Top Venues

Pattern Recognit.

Publications

Yukang Yang, Dongnan Gui, Yuhui Yuan, Weicong Liang, Haisong Ding, Han Hu, Kai Chen
GlyphControl: Glyph Conditional Control for Visual Text Generation. NeurIPS (2023)
Dongnan Gui, Kai Chen, Haisong Ding, Qiang Huo
Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition. ICDAR (2) (2023)
Haisong Ding, Bozhi Luan, Dongnan Gui, Kai Chen, Qiang Huo
Improving Handwritten OCR with Training Samples Generated by Glyph Conditional Denoising Diffusion Probabilistic Model. ICDAR (4) (2023)
Yangming Shi, Haisong Ding, Kai Chen, Qiang Huo
APRNet: Attention-based Pixel-wise Rendering Network for Photo-Realistic Text Image Generation. CoRR (2022)
Haisong Ding, Kai Chen, Qiang Huo
An Encoder-Decoder Approach to Handwritten Mathematical Expression Recognition with Multi-head Attention and Stacked Decoder. ICDAR (2) (2021)
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 (2020)
Kai Chen, Haisong Ding, Qiang Huo
Parallelizing Adam Optimizer with Blockwise Model-Update Filtering. ICASSP (2020)
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)
Haisong Ding, Kai Chen, Qiang Huo
Compressing CNN-DBLSTM models for OCR with teacher-student learning and Tucker decomposition. Pattern Recognit. 96 (2019)
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)
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)
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)
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)
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)
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)
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)
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) (2016)
Lei Sun, Qiang Huo, Wei Jia, Kai Chen
A robust approach for text detection from natural scene images. Pattern Recognit. 48 (9) (2015)
Kai Chen, Zhi-Jie Yan, Qiang Huo
Training deep bidirectional LSTM acoustic model for LVCSR by a context-sensitive-chunk BPTT approach. INTERSPEECH (2015)
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)
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)
Jun Du, Qiang Huo, Kai Chen
Designing compact classifiers for rotation-free recognition of large vocabulary online handwritten Chinese characters. ICASSP (2012)