Kyuyeon Hwang

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 15

Top Topics

Phoneme Recognition

Graphics Processing Units

Top Venues

Publications

Ting-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Stefan Braun, Kyuyeon Hwang, Ozlem Kalinli, Oncel Tuzel
SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. ICASSP (2021)
Ting-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Stefan Braun, Kyuyeon Hwang, Ozlem Kalinli, Oncel Tuzel
SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. CoRR (2020)
Wonyong Sung, Dong-hwan Lee, Kyuyeon Hwang
Massively parallel computation of linear recurrence equations with graphics processing units. SAMOS (2018)
Sajid Anwar, Kyuyeon Hwang, Wonyong Sung
Structured Pruning of Deep Convolutional Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 13 (3) (2017)
Kyuyeon Hwang, Wonyong Sung
Character-level language modeling with hierarchical recurrent neural networks. ICASSP (2017)
Sungho Shin, Kyuyeon Hwang, Wonyong Sung
Quantized neural network design under weight capacity constraint. CoRR (2016)
Sungho Shin, Kyuyeon Hwang, Wonyong Sung
Fixed-point performance analysis of recurrent neural networks. ICASSP (2016)
Minjae Lee, Kyuyeon Hwang, Jinhwan Park, Sungwook Choi, Sungho Shin, Wonyong Sung
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks. CoRR (2016)
Kyuyeon Hwang, Wonyong Sung
Character-level incremental speech recognition with recurrent neural networks. ICASSP (2016)
Sajid Anwar, Kyuyeon Hwang, Wonyong Sung
Learning separable fixed-point kernels for deep convolutional neural networks. ICASSP (2016)
Sungho Shin, Kyuyeon Hwang, Wonyong Sung
Generative Transfer Learning between Recurrent Neural Networks. CoRR (2016)
Kyuyeon Hwang, Wonyong Sung
Sequence to Sequence Training of CTC-RNNs with Partial Windowing. ICML (2016)
Kyuyeon Hwang, Wonyong Sung
Character-Level Language Modeling with Hierarchical Recurrent Neural Networks. CoRR (2016)
Kyuyeon Hwang, Wonyong Sung
Character-Level Incremental Speech Recognition with Recurrent Neural Networks. CoRR (2016)
Minjae Lee, Kyuyeon Hwang, Jinhwan Park, Sungwook Choi, Sungho Shin, Wonyong Sung
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks. SiPS (2016)
Kyuyeon Hwang, Wonyong Sung
Single stream parallelization of generalized LSTM-like RNNs on a GPU. ICASSP (2015)
Kyuyeon Hwang, Minjae Lee, Wonyong Sung
Online Keyword Spotting with a Character-Level Recurrent Neural Network. CoRR (2015)
Kyuyeon Hwang, Wonyong Sung
Single stream parallelization of generalized LSTM-like RNNs on a GPU. CoRR (2015)
Wonyong Sung, Sungho Shin, Kyuyeon Hwang
Resiliency of Deep Neural Networks under Quantization. CoRR (2015)
Sungho Shin, Kyuyeon Hwang, Wonyong Sung
Fixed Point Performance Analysis of Recurrent Neural Networks. CoRR (2015)
Kyuyeon Hwang, Wonyong Sung
Online Sequence Training of Recurrent Neural Networks with Connectionist Temporal Classification. CoRR (2015)
Sajid Anwar, Kyuyeon Hwang, Wonyong Sung
Structured Pruning of Deep Convolutional Neural Networks. CoRR (2015)
Sajid Anwar, Kyuyeon Hwang, Wonyong Sung
Fixed point optimization of deep convolutional neural networks for object recognition. ICASSP (2015)
Minjae Lee, Kyuyeon Hwang, Wonyong Sung
Fault tolerance analysis of digital feed-forward deep neural networks. ICASSP (2014)
Kyuyeon Hwang, Wonyong Sung
Fixed-point feedforward deep neural network design using weights +1, 0, and -1. SiPS (2014)
Jonghong Kim, Kyuyeon Hwang, Wonyong Sung
X1000 real-time phoneme recognition VLSI using feed-forward deep neural networks. ICASSP (2014)
Kyuyeon Hwang, Wonyong Sung
Load Balanced Resampling for Real-Time Particle Filtering on Graphics Processing Units. IEEE Trans. Signal Process. 61 (2) (2013)
Hyojin Choi, Kyuyeon Hwang, Jae-Woo Ahn, Wonyong Sung
A simulation-based study for DRAM power reduction strategies in GPGPUs. ISCAS (2012)