Dongyoung Kim

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 45

Top Topics

Dense Disparity Map

Error Detection And Correction

Top Venues

Publications

Huiwon Jang, Dongyoung Kim, Junsu Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
Visual Representation Learning with Stochastic Frame Prediction. CoRR (2024)
Dongyoung Kim, Kimin Lee, Jinwoo Shin, Jaehyung Kim
Aligning Large Language Models with Self-generated Preference Data. CoRR (2024)
Daekyu Kwon, Dongyoung Kim, Sehwan Ki, Younghyun Jo, Hyong-Euk Lee, Seon Joo Kim
CLIP-Guided Attribute Aware Pretraining for Generalizable Image Quality Assessment. CoRR (2024)
Dongyoung Kim, Young Woong Ko, Dong-Kyu Kim, Jeong-Gun Lee
Analysis of Transformer's Attention Behavior in Sleep Stage Classification and Limiting It to Improve Performance. IEEE Access 12 (2024)
Jeongho Min, Yejun Lee, Dongyoung Kim, Jaejun Yoo
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-based Image Super-Resolution in Remote Sensing. CoRR (2024)
Dongyoung Kim, Jinwoo Kim, Junsang Yu, Seon Joo Kim
Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing. CoRR (2024)
Jeongho Min, Yejun Lee, Dongyoung Kim, Jaejun Yoo
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-Based Image Super-Resolution in Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Dongyoung Kim, Dong-Kyu Kim, Jeong-Gun Lee
Improved Generalization from Limiting Attention in a Transformer for Sleep Stage Classification. ICEIC (2024)
Jeong-Gun Lee, Dongyoung Kim
Error-Resilient Inference with an Error-Aware Activation Function in a Deep Neural Network. ICEIC (2024)
Jaehyung Kim, Dongyoung Kim, Yiming Yang
Learning to Correct for QA Reasoning with Black-box LLMs. CoRR (2024)
Dongyoung Kim, Skylar DeBoer, Stephen A. Mancini, Sundar Babu Isukapati, Justin Lynch, Nick Yun, Adam J. Morgan, Seung Yup Jang, Woongje Sung
Static, Dynamic, and Short-circuit Characteristics of Split-Gate 1.2 kV 4H-SiC MOSFETs. IRPS (2023)
Dongyoung Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration. NeurIPS (2023)
Dongyoung Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration. CoRR (2023)
Yunhee Woo, Dongyoung Kim, Jaemin Jeong, Won-Sook Lee, Jeong-Gun Lee, Dong-Kyu Kim
Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-Institutional Database. IEEE Access 11 (2023)
Dongyoung Kim, Dongsung Kim, Yuchan Song, Gang Min Kim, Min Geun Song, Jeong Do Yoo, Huy Kang Kim
RTPS Attack Dataset Description. CoRR (2023)
Dongyoung Kim, Younghoon Na, Yunhee Woo, Dong-Kyu Kim, Jeong-Gun Lee
Entropy-Based Model Generalization for Sleep Stage Classification. ICTC (2022)
Tomislav Dobricki, Yonghee Oh, Haeun Ko, Taeyun Kim, Dongyoung Kim, Byung-Woo Hong
Comparison of optical flow image preprocessing options for state of the art deep learning models. ICTC (2022)
Stephen A. Mancini, Seung Yup Jang, Zeyu Chen, Dongyoung Kim, Justin Lynch, Yafei Liu, Balaji Raghothamachar, Minseok Kang, Anant Agarwal, Nadeemullah Mahadik, Robert Stahlbush, Michael Dudley, Woongje Sung
Static Performance and Reliability of 4H-SiC Diodes with P+ Regions Formed by Various Profiles and Temperatures. IRPS (2022)
Sanghoon Jeon, Minsoo Ryu, Dongyoung Kim, Huy Kang Kim
Automatically Seed Corpus and Fuzzing Executables Generation Using Test Framework. IEEE Access 10 (2022)
Dongyoung Kim, Jinwoo Kim, Seonghyeon Nam, Dongwoo Lee, Yeonkyung Lee, Nahyup Kang, Hyong-Euk Lee, ByungIn Yoo, Jae-Joon Han, Seon Joo Kim
Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm under Mixed Illumination. ICCV (2021)
Dongyoung Kim, Yunhee Woo, Jaemin Jeong, Dong-Kyu Kim, Jeong-Gun Lee
Sleep Stage Classification for Inter-institutional Transfer Learning. ICTC (2021)
Jun-Woo Jang, Sehwan Lee, Dongyoung Kim, Hyunsun Park, Ali Shafiee Ardestani, Yeongjae Choi, Channoh Kim, Yoojin Kim, Hyeongseok Yu, Hamzah Abdel-Aziz, Jun-Seok Park, Heonsoo Lee, Dongwoo Lee, Myeong Woo Kim, Hanwoong Jung, Heewoo Nam, Dongguen Lim, Seungwon Lee, Joon-Ho Song, Suknam Kwon, Joseph Hassoun, SukHwan Lim, Changkyu Choi
Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC. ISCA (2021)
Dongyoung Kim, Nick Yun, Woongje Sung
Advancing Static Performance and Ruggedness of 600 V SiC MOSFETs: Experimental Analysis and Simulation Study. IRPS (2021)
Yunhee Woo, Dongyoung Kim, Jaemin Jeong, Dong-Kyu Kim, Jeong-Gun Lee
Image-based Sleep Stage Classification Model for Multi-Institutional Dataset. ICTC (2021)
Jae Min Jeong, Dongyoung Kim, Yunhee Woo, Jeong-Gun Lee
Filter Combination Learning for Convolutional Neural Network. ICTC (2020)
Yunhee Woo, Dongyoung Kim, Jaemin Jeong, Young Woong Ko, Jeong-Gun Lee
Zero-Keep Filter Pruning for Energy Efficient Deep Neural Network. ICTC (2020)
Seungwoo Choi, Seungju Han, Dongyoung Kim, Sungjoo Ha
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding. INTERSPEECH (2020)
Dongyoung Kim, Myungsung Kwak, Eunji Won, Sejung Shin, Jeongyeon Nam
TLGAN: document Text Localization using Generative Adversarial Nets. CoRR (2020)
Seungwoo Choi, Seungju Han, Dongyoung Kim, Sungjoo Ha
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding. CoRR (2020)
Dongyoung Kim, Adam J. Morgan, Nick Yun, Woongje Sung, Anant Agarwal, Robert Kaplar
Non-Isothermal Simulations to Optimize SiC MOSFETs for Enhanced Short-Circuit Ruggedness. IRPS (2020)
Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim
MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets. AAAI (2020)
Jongeun Koo, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim
Low-overhead, one-cycle timing-error detection and correction technique for flip-flop based pipelines. IEICE Electron. Express 16 (11) (2019)
Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner, Beomsu Kim, Dongyoung Kim, Sungjoo Ha
Temporal Convolution for Real-time Keyword Spotting on Mobile Devices. CoRR (2019)
Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim
MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets. CoRR (2019)
Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner, Beomsu Kim, Dongyoung Kim, Sungjoo Ha
Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices. INTERSPEECH (2019)
Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo
Energy-Efficient Neural Network Accelerator Based on Outlier-Aware Low-Precision Computation. ISCA (2018)
Hyunsung Shin, Dongyoung Kim, Eunhyeok Park, Sungho Park, Yongsik Park, Sungjoo Yoo
McDRAM: Low Latency and Energy-Efficient Matrix Computations in DRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, Peter Vajda
Precision Highway for Ultra Low-Precision Quantization. CoRR (2018)
Dongyoung Kim, Soobeom Kim, Sungjoo Yoo
FPGA Prototyping of Low-Precision Zero-Skipping Accelerator for Neural Networks. RSP (2018)
Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
ZeNA: Zero-Aware Neural Network Accelerator. IEEE Des. Test 35 (1) (2018)
Geunwoong Ryu, Dongyoung Kim, Chul Min Park, Keri Kim
Intuitive Hand-held Instrument for Loose Body Removal in Arthroscopic Synovial Chondromatosis Surgery. EMBC (2018)
Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
A novel zero weight/activation-aware hardware architecture of convolutional neural network. DATE (2017)
Chung-Hee Lee, Dongyoung Kim
Dense disparity map-based pedestrian detection for intelligent vehicle. ICITE (2016)
Hyunsun Park, Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
Zero and data reuse-aware fast convolution for deep neural networks on GPU. CODES+ISSS (2016)
Jongeun Koo, Eunwoo Song, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim
Area-efficient one-cycle correction scheme for timing errors in flip-flop based pipelines. A-SSCC (2016)
Eunhyeok Park, Dongyoung Kim, Soobeom Kim, Yong-Deok Kim, Gunhee Kim, Sungroh Yoon, Sungjoo Yoo
Big/little deep neural network for ultra low power inference. CODES+ISSS (2015)
Hayoung Kim, Dongyoung Kim, Jae-Joon Kim, Sungjoo Yoo, Sunggu Lee
Coarse-grained Bubble Razor to exploit the potential of two-phase transparent latch designs. DATE (2014)
Young-Chul Lim, Dongyoung Kim, Chung-Hee Lee
MCMC particle filter-based vehicle tracking method using multiple hypotheses and appearance model. Intelligent Vehicles Symposium (2013)
Dongyoung Kim, Dongseung Kim
Enhanced Collective Communication Functions Using Factorization and Pairwise-exchange Communication. ICPADS (1) (2005)
Dongyoung Kim, Dongseung Kim
Design of Fast Collective Communication Functions on Clustered Workstations with Ethernet and Myrinet. ISHPC (2005)
Dongyoung Kim, Dongseung Kim
Fast broadcast by the divide-and-conquer algorithm. CLUSTER (2004)