Dongyoung Kim

Energy-Efficient Neural Network Accelerator Based on Outlier-Aware Low-Precision Computation

Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, 2018, 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA).

MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets pdf

Martin Kersner, Sungjoo Ha, Beomsu Kim, 2019, AAAI.

Precision Highway for Ultra Low-Precision Quantization pdf

Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, 2018, ArXiv.

ZeNA: Zero-Aware Neural Network Accelerator

Dongyoung Kim, Sungjoo Yoo, Junwhan Ahn, 2018, IEEE Design & Test.

A novel zero weight/activation-aware hardware architecture of convolutional neural network

Dongyoung Kim, Sungjoo Yoo, Junwhan Ahn, 2017, Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017.

Zero and data reuse-aware fast convolution for deep neural networks on GPU

Dongyoung Kim, Sungjoo Yoo, Hyunsun Park, 2016, 2016 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

Temporal Convolution for Real-time Keyword Spotting on Mobile Devices

Dongyoung Kim, Seokjun Seo, Seungwoo Choi, 2019, INTERSPEECH.

Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding pdf

Seungju Han, Seungwoo Choi, Sungjoo Ha, 2020, INTERSPEECH.

Big/little deep neural network for ultra low power inference

Sungroh Yoon, Eunhyeok Park, Dongyoung Kim, 2015, 2015 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

McDRAM: Low Latency and Energy-Efficient Matrix Computations in DRAM

Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, 2018, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

FPGA Prototyping of Low-Precision Zero-Skipping Accelerator for Neural Networks

Dongyoung Kim, Sungjoo Yoo, Soobeom Kim, 2018, 2018 International Symposium on Rapid System Prototyping (RSP).