Kyuyeon Hwang

According to our database, Kyuyeon Hwang authored at least 21 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

SapAugment: Learning A Sample Adaptive Policy for Data Augmentation.

Ting-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Stefan Braun, Kyuyeon Hwang, Ozlem Kalinli, Oncel Tuzel

Proceedings of the IEEE International Conference on Acoustics, 2021

2018

Massively parallel computation of linear recurrence equations with graphics processing units.

Wonyong Sung, Dong-hwan Lee, Kyuyeon Hwang

Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, 2018

2017

Structured Pruning of Deep Convolutional Neural Networks.

Sajid Anwar, Kyuyeon Hwang, Wonyong Sung

ACM J. Emerg. Technol. Comput. Syst., 2017

Character-level language modeling with hierarchical recurrent neural networks.

Kyuyeon Hwang, Wonyong Sung

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Quantized neural network design under weight capacity constraint.

Sungho Shin, Kyuyeon Hwang, Wonyong Sung

CoRR, 2016

Generative Transfer Learning between Recurrent Neural Networks.

Sungho Shin, Kyuyeon Hwang, Wonyong Sung

CoRR, 2016

FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks.

Minjae Lee, Kyuyeon Hwang, Jinhwan Park, Sungwook Choi, Sungho Shin, Wonyong Sung

Proceedings of the 2016 IEEE International Workshop on Signal Processing Systems, 2016

Sequence to Sequence Training of CTC-RNNs with Partial Windowing.

Kyuyeon Hwang, Wonyong Sung

Proceedings of the 33nd International Conference on Machine Learning, 2016

Fixed-point performance analysis of recurrent neural networks.

Sungho Shin, Kyuyeon Hwang, Wonyong Sung

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Character-level incremental speech recognition with recurrent neural networks.

Kyuyeon Hwang, Wonyong Sung

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Learning separable fixed-point kernels for deep convolutional neural networks.

Sajid Anwar, Kyuyeon Hwang, Wonyong Sung

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Resiliency of Deep Neural Networks under Quantization.

Wonyong Sung, Sungho Shin, Kyuyeon Hwang

CoRR, 2015

Online Sequence Training of Recurrent Neural Networks with Connectionist Temporal Classification.

Kyuyeon Hwang, Wonyong Sung

CoRR, 2015

Online Keyword Spotting with a Character-Level Recurrent Neural Network.

Kyuyeon Hwang, Minjae Lee, Wonyong Sung

CoRR, 2015

Single stream parallelization of generalized LSTM-like RNNs on a GPU.

Kyuyeon Hwang, Wonyong Sung

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Fixed point optimization of deep convolutional neural networks for object recognition.

Sajid Anwar, Kyuyeon Hwang, Wonyong Sung

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Fixed-point feedforward deep neural network design using weights +1, 0, and -1.

Kyuyeon Hwang, Wonyong Sung

Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014

Fault tolerance analysis of digital feed-forward deep neural networks.

Minjae Lee, Kyuyeon Hwang, Wonyong Sung

Proceedings of the IEEE International Conference on Acoustics, 2014

X1000 real-time phoneme recognition VLSI using feed-forward deep neural networks.

Jonghong Kim, Kyuyeon Hwang, Wonyong Sung

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Load Balanced Resampling for Real-Time Particle Filtering on Graphics Processing Units.

Kyuyeon Hwang, Wonyong Sung

IEEE Trans. Signal Process., 2013

2012

A simulation-based study for DRAM power reduction strategies in GPGPUs.

Hyojin Choi, Kyuyeon Hwang, Jae-Woo Ahn, Wonyong Sung

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012