Wonyong Sung
Seoul National University
H-index: 40
Asia-South Korea
Top articles of Wonyong Sung
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Token-scaled logit distillation for ternary weight generative language models | Advances in Neural Information Processing Systems | Minsoo Kim Sihwa Lee Janghwan Lee Sukjin Hong Du-Seong Chang | 2024/2/13 |
Teacher intervention: Improving convergence of quantization aware training for ultra-low precision transformers | arXiv preprint arXiv:2302.11812 | Minsoo Kim Kyuhong Shim Seongmin Park Wonyong Sung Jungwook Choi | 2023/2/23 |
Korean Tokenization for Beam Search Rescoring in Speech Recognition | Kyuhong Shim Hyewon Bae Wonyong Sung | 2023/2/5 | |
Exploring Attention Map Reuse for Efficient Transformer Neural Networks | arXiv preprint arXiv:2301.12444 | Kyuhong Shim Jungwook Choi Wonyong Sung | 2023/1/29 |
Enhancing computation efficiency in large language models through weight and activation quantization | arXiv preprint arXiv:2311.05161 | Jangwhan Lee Minsoo Kim Seungcheol Baek Seok Joong Hwang Wonyong Sung | 2023/11/9 |
Macro-block dropout for improved regularization in training end-to-end speech recognition models | Chanwoo Kim Sathish Indurti Jinhwan Park Wonyong Sung | 2023/1/9 | |
Sleep Model: A Sequence Model for Predicting the Next Sleep Stage | Iksoo Choi Wonyong Sung | 2023/10/19 | |
Single-Channel Ecg-Based Sleep Stage Classification With End-To-End Trainable Deep Neural Networks | Iksoo Choi Wonyong Sung | 2023/7/24 | |
Performance assessment of automatic sleep stage classification using only partial psg sensors | Iksoo Choi Wonyong Sung | 2022/10/13 | |
A comparison of transformer, convolutional, and recurrent neural networks on phoneme recognition | arXiv preprint arXiv:2210.00367 | Kyuhong Shim Wonyong Sung | 2022/10/1 |
Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference | Journal of Signal Processing Systems | Seokhyeon Choi Kyuhong Shim Jungwook Choi Wonyong Sung Byonghyo Shim | 2022/10 |
Neural network training method and apparatus | 2022/10/13 | ||
Similarity and content-based phonetic self attention for speech recognition | arXiv preprint arXiv:2203.10252 | Kyuhong Shim Wonyong Sung | 2022/3/19 |
Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets | Seongmin Park Wonyong Sung Jungwook Choi | 2022/11/2 | |
Convolution-based attention model with positional encoding for streaming speech recognition on embedded devices | Jinhwan Park Chanwoo Kim Wonyong Sung | 2021/1/19 | |
TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference | Seokhyeon Choi Kyuhong Shim Jungwook Choi Wonyong Sung Byonghyo Shim | 2021/10/19 | |
Understanding the role of self attention for efficient speech recognition | Kyuhong Shim Jungwook Choi Wonyong Sung | 2021/10/6 | |
Layer-wise pruning of transformer attention heads for efficient language modeling | Kyuhong Shim Iksoo Choi Wonyong Sung Jungwook Choi | 2021/10/6 | |
Sqwa: Stochastic quantized weight averaging for improving the generalization capability of low-precision deep neural networks | Sungho Shin Yoonho Boo Wonyong Sung | 2021/6/6 | |
Stochastic precision ensemble: self-knowledge distillation for quantized deep neural networks | Proceedings of the AAAI Conference on Artificial Intelligence | Yoonho Boo Sungho Shin Jungwook Choi Wonyong Sung | 2021/5/18 |
Co-Authors
