Dongyoung Kim

79 papers A* 9A 5B 4C 2Misc 2Journal 37Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
PSG-free multi-view facial imaging and attention-based fusion for OSA severity classification.
Expert Syst. Appl.
Dongyoung Kim, Yunhee Woo, Jihoon Park, Jaemin Jeong, Seunghun Oh, Young Woong Ko, Il-Hwan Lee, Dong-Kyu Kim, Jeong-Gun Lee
2026 J jnl
RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models.
CoRR
Dongyoung Kim, Sumin Park, Woomin Song, Seungku Kim, TaeYoung Kim, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo
2026 J jnl
RoboCurate: Harnessing Diversity with Action-Verified Neural Trajectory for Robot Learning.
CoRR
Seungku Kim, Suhyeok Jang, Byungjun Yoon, Dongyoung Kim, John Won, Jinwoo Shin
2026 J jnl
SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning.
CoRR
Byungwoo Jeon, Dongyoung Kim, Huiwon Jang, Insoo Kim, Jinwoo Shin
2025 J jnl
CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy.
CoRR
Dongyoung Kim, Mahmoud Afifi, Dongyun Kim, Michael S. Brown, Seon Joo Kim
2025 J jnl
Collaborative LLM Inference via Planning for Efficient Reasoning.
CoRR
Byeongchan Lee, Jonghoon Lee, Dongyoung Kim, Jaehyung Kim, Jinwoo Shin
2025 J jnl
Contrastive Representation Regularization for Vision-Language-Action Models.
CoRR
TaeYoung Kim, Jimin Lee, Myungkyu Koo, Dongyoung Kim, Kyungmin Lee, Changyeon Kim, Younggyo Seo, Jinwoo Shin
2025 — conf
Debiasing Online Preference Learning via Preference Feature Preservation.
ACL (Findings)
Dongyoung Kim, Jinsung Yoon, Jinwoo Shin, Jaehyung Kim
2025 J jnl
Debiasing Online Preference Learning via Preference Feature Preservation.
CoRR
Dongyoung Kim, Jinsung Yoon, Jinwoo Shin, Jaehyung Kim
2025 J jnl
Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model.
CoRR
John Won, Kyungmin Lee, Huiwon Jang, Dongyoung Kim, Jinwoo Shin
2025 J jnl
From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance.
CoRR
Jeongho Min, Dongyoung Kim, Jaehyup Lee
2025 J jnl
ORIDa: Object-centric Real-world Image Composition Dataset.
CoRR
Jinwoo Kim, Sangmin Han, Jinho Jeong, Jiwoo Choi, Dongyoung Kim, Seon Joo Kim
2025 B conf
PETS2025: Multi-Authority Multi-Sensor Maritime Surveillance Challenge and Evaluation.
AVSS
Thanet Markchom, Jonathan Boyle, Lulu Chen, James M. Ferryman, Matteo Marturini, Stephan Veigl, Andreas Opitz, Andreas Kriechbaum-Zabini, Romaios Bratskas, Anastasios Gkamaris, Dimitris Papachristos, George Leventakis, Wenjun Fan, Hsiang-Wei Huang, Jeng-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Chung-I Huang, Kenta Saito, Shunta Kaneko, Kyoko Sudo, Nguyen Thanh Thien, Meng-Yu Kao, Jun-Wei Hsieh, Teepakorn Lilek, Tossapol Pomsuwan, Jinjie Gu, Tianyang Xu, Xuefeng Zhu, Xiaojun Wu, Josef Kittler, Stephanie Stacy, Alfredo Gabaldon, Peter Tu, Sangwon Kim, Dongyoung Kim, Kyoungoh Lee
2025 B conf
Pixel-Level Fire Origin Localization via Digital Twin Mapping for Wildfire Surveillance Framework.
AVSS
Dongyoung Kim, Sangwon Kim, In-Su Jang, Kwang-Ju Kim, Kyoungoh Lee
2025 J jnl
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics.
CoRR
Dongyoung Kim, Sumin Park, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo
2025 J jnl
Separated and Independent Contrastive Semi-Supervised Learning for Imbalanced Datasets.
IEEE Access
Dongyoung Kim, Won-Sook Lee, Young-Woong Ko, Jeong-Gun Lee
2025 A* conf
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignment.
ICLR
Dongyoung Kim, Kimin Lee, Jinwoo Shin, Jaehyung Kim
2025 J jnl
Training-free LLM Verification via Recycling Few-shot Examples.
CoRR
Dongseok Lee, Jimyung Hong, Dongyoung Kim, Jaehyung Kim
2025 J jnl
Verifier-free Test-Time Sampling for Vision Language Action Models.
CoRR
Suhyeok Jang, Dongyoung Kim, Changyeon Kim, Youngsuk Kim, Jinwoo Shin
2024 — conf
AIM 2024 Challenge on UHD Blind Photo Quality Assessment.
ECCV Workshops (10)
Vlad Hosu, Marcos V. Conde, Lorenzo Agnolucci, Nabajeet Barman, Saman Zadtootaghaj, Radu Timofte, Wei Sun, Weixia Zhang, Yuqin Cao, Linhan Cao, Jun Jia, Zijian Chen, Zicheng Zhang, Xiongkuo Min, Guangtao Zhai, Songbai Tan, Lixin Zhang, Guanghui Yue, Daekyu Kwon, Dongyoung Kim, Seon Joo Kim, Yunchen Zhang, Xiangkai Xu, Hong Gao, Yiming Bao, Ji Shi, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Zewen Chen, Shunhan Xu, Haochen Guo, Yun Zeng, Shuai Liu, Jian Guo, Juan Wang, Bing Li, Dehua Liu, Hesong Liu, Grigory Malivenko, Asile Gerek, Xingyuan Ma, Cheng Li, Joonhee Lee, Junseo Bang, Se Young Chun
2024 J jnl
AIM 2024 Challenge on UHD Blind Photo Quality Assessment.
CoRR
Vlad Hosu, Marcos V. Conde, Lorenzo Agnolucci, Nabajeet Barman, Saman Zadtootaghaj, Radu Timofte, Wei Sun, Weixia Zhang, Yuqin Cao, Linhan Cao, Jun Jia, Zijian Chen, Zicheng Zhang, Xiongkuo Min, Guangtao Zhai, Songbai Tan, Lixin Zhang, Guanghui Yue, Daekyu Kwon, Dongyoung Kim, Seon Joo Kim, Yunchen Zhang, Xiangkai Xu, Hong Gao, Yiming Bao, Ji Shi, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Zewen Chen, Shunhan Xu, Haochen Guo, Yun Zeng, Shuai Liu, Jian Guo, Juan Wang, Bing Li, Dehua Liu, Hesong Liu, Grigory Malivenko, Asile Gerek, Xingyuan Ma, Cheng Li, Joonhee Lee, Junseo Bang, Se Young Chun
2024 J jnl
Aligning Large Language Models with Self-generated Preference Data.
CoRR
Dongyoung Kim, Kimin Lee, Jinwoo Shin, Jaehyung Kim
2024 J jnl
Analysis of Transformer's Attention Behavior in Sleep Stage Classification and Limiting It to Improve Performance.
IEEE Access
Dongyoung Kim, Young Woong Ko, Dong-Kyu Kim, Jeong-Gun Lee
2024 A* conf
Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing.
CVPR
Dongyoung Kim, Jinwoo Kim, Junsang Yu, Seon Joo Kim
2024 J jnl
Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing.
CoRR
Dongyoung Kim, Jinwoo Kim, Junsang Yu, Seon Joo Kim
2024 J jnl
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-Based Image Super-Resolution in Remote Sensing.
IEEE Geosci. Remote. Sens. Lett.
Jeongho Min, Yejun Lee, Dongyoung Kim, Jaejun Yoo
2024 J jnl
Bridging the Domain Gap: A Simple Domain Matching Method for Reference-based Image Super-Resolution in Remote Sensing.
CoRR
Jeongho Min, Yejun Lee, Dongyoung Kim, Jaejun Yoo
2024 J jnl
CLIP-Guided Attribute Aware Pretraining for Generalizable Image Quality Assessment.
CoRR
Daekyu Kwon, Dongyoung Kim, Sehwan Ki, Younghyun Jo, Hyong-Euk Lee, Seon Joo Kim
2024 — conf
Error-Resilient Inference with an Error-Aware Activation Function in a Deep Neural Network.
ICEIC
Jeong-Gun Lee, Dongyoung Kim
2024 — conf
Improved Generalization from Limiting Attention in a Transformer for Sleep Stage Classification.
ICEIC
Dongyoung Kim, Dong-Kyu Kim, Jeong-Gun Lee
2024 A* conf
Learning to Correct for QA Reasoning with Black-box LLMs.
EMNLP
Jaehyung Kim, Dongyoung Kim, Yiming Yang
2024 J jnl
Learning to Correct for QA Reasoning with Black-box LLMs.
CoRR
Jaehyung Kim, Dongyoung Kim, Yiming Yang
2024 B conf
MOVES: Motion-Oriented VidEo Sampling for Natural Language-Based Vehicle Retrieval.
AVSS
Dongyoung Kim, Kyoungoh Lee, In-Su Jang, Kwang-Ju Kim, Pyong-Kun Kim, Jaejun Yoo
2024 A conf
Separated and Independent Contrastive Learning on Labeled and Unlabeled Samples: Boosting Performance on Long-tail Semi-supervised Learning.
BMVC
Dongyoung Kim, Jeong-Gun Lee, Wonsook Lee
2024 A* conf
Visual Representation Learning with Stochastic Frame Prediction.
ICML
Huiwon Jang, Dongyoung Kim, Junsu Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
2024 J jnl
Visual Representation Learning with Stochastic Frame Prediction.
CoRR
Huiwon Jang, Dongyoung Kim, Junsu Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
2023 A* conf
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration.
NeurIPS
Dongyoung Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
2023 J jnl
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration.
CoRR
Dongyoung Kim, Jinwoo Shin, Pieter Abbeel, Younggyo Seo
2023 J jnl
Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-Institutional Database.
IEEE Access
Yunhee Woo, Dongyoung Kim, Jaemin Jeong, Won-Sook Lee, Jeong-Gun Lee, Dong-Kyu Kim
2023 J jnl
RTPS Attack Dataset Description.
CoRR
Dongyoung Kim, Dongsung Kim, Yuchan Song, Gang Min Kim, Min Geun Song, Jeong Do Yoo, Huy Kang Kim
2023 — conf
Static, Dynamic, and Short-circuit Characteristics of Split-Gate 1.2 kV 4H-SiC MOSFETs.
IRPS
Dongyoung Kim, Skylar DeBoer, Stephen A. Mancini, Sundar Babu Isukapati, Justin Lynch, Nick Yun, Adam J. Morgan, Seung Yup Jang, WoongJe Sung
2022 — conf
ATTIQA: Generalizable Image Quality Feature Extractor Using Attribute-Aware Pretraining.
ACCV (4)
Daekyu Kwon, Dongyoung Kim, Sehwan Ki, Younghyun Jo, Hyong-Euk Lee, Seon Joo Kim
2022 J jnl
Automatically Seed Corpus and Fuzzing Executables Generation Using Test Framework.
IEEE Access
Sanghoon Jeon, Minsoo Ryu, Dongyoung Kim, Huy Kang Kim
2022 — conf
Comparison of optical flow image preprocessing options for state of the art deep learning models.
ICTC
Tomislav Dobricki, Yonghee Oh, Haeun Ko, Taeyun Kim, Dongyoung Kim, Byung-Woo Hong
2022 — conf
Entropy-Based Model Generalization for Sleep Stage Classification.
ICTC
Dongyoung Kim, Younghoon Na, Yunhee Woo, Dong-Kyu Kim, Jeong-Gun Lee
2022 — conf
Static Performance and Reliability of 4H-SiC Diodes with P+ Regions Formed by Various Profiles and Temperatures.
IRPS
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
2021 — conf
Advancing Static Performance and Ruggedness of 600 V SiC MOSFETs: Experimental Analysis and Simulation Study.
IRPS
Dongyoung Kim, Nick Yun, WoongJe Sung
2021 — conf
Image-based Sleep Stage Classification Model for Multi-Institutional Dataset.
ICTC
Yunhee Woo, Dongyoung Kim, Jaemin Jeong, Dong-Kyu Kim, Jeong-Gun Lee
2021 A* conf
Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm under Mixed Illumination.
ICCV
Dongyoung Kim, Jinwoo Kim, Seonghyeon Nam, Dongwoo Lee, Yeonkyung Lee, Nahyup Kang, Hyong-Euk Lee, ByungIn Yoo, Jae-Joon Han, Seon Joo Kim
2021 — conf
Sleep Stage Classification for Inter-institutional Transfer Learning.
ICTC
Dongyoung Kim, Yunhee Woo, Jaemin Jeong, Dong-Kyu Kim, Jeong-Gun Lee
2021 A* conf
Sparsity-Aware and Re-configurable NPU Architecture for Samsung Flagship Mobile SoC.
ISCA
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
2020 A conf
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding.
INTERSPEECH
Seungwoo Choi, Seungju Han, Dongyoung Kim, Sungjoo Ha
2020 J jnl
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding.
CoRR
Seungwoo Choi, Seungju Han, Dongyoung Kim, Sungjoo Ha
2020 — conf
Filter Combination Learning for Convolutional Neural Network.
ICTC
Jae Min Jeong, Dongyoung Kim, Yunhee Woo, Jeong-Gun Lee
2020 A* conf
MarioNETte: Few-Shot Face Reenactment Preserving Identity of Unseen Targets.
AAAI
Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim
2020 — conf
Non-Isothermal Simulations to Optimize SiC MOSFETs for Enhanced Short-Circuit Ruggedness.
IRPS
Dongyoung Kim, Adam J. Morgan, Nick Yun, WoongJe Sung, Anant Agarwal, Robert Kaplar
2020 J jnl
TLGAN: document Text Localization using Generative Adversarial Nets.
CoRR
Dongyoung Kim, Myungsung Kwak, Eunji Won, Sejung Shin, JeongYeon Nam
2020 — conf
Zero-Keep Filter Pruning for Energy Efficient Deep Neural Network.
ICTC
Yunhee Woo, Dongyoung Kim, Jaemin Jeong, Young Woong Ko, Jeong-Gun Lee
2019 J jnl
Low-overhead, one-cycle timing-error detection and correction technique for flip-flop based pipelines.
IEICE Electron. Express
Jongeun Koo, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim
2019 J jnl
MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets.
CoRR
Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim
2019 A conf
Temporal Convolution for Real-Time Keyword Spotting on Mobile Devices.
INTERSPEECH
Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner, Beomsu Kim, Dongyoung Kim, Sungjoo Ha
2019 J jnl
Temporal Convolution for Real-time Keyword Spotting on Mobile Devices.
CoRR
Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner, Beomsu Kim, Dongyoung Kim, Sungjoo Ha
2018 A* conf
Energy-Efficient Neural Network Accelerator Based on Outlier-Aware Low-Precision Computation.
ISCA
Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo
2018 C conf
FPGA Prototyping of Low-Precision Zero-Skipping Accelerator for Neural Networks.
RSP
Dongyoung Kim, Soobeom Kim, Sungjoo Yoo
2018 — conf
Intuitive Hand-held Instrument for Loose Body Removal in Arthroscopic Synovial Chondromatosis Surgery.
EMBC
Geunwoong Ryu, Dongyoung Kim, Chul Min Park, Keri Kim
2018 J jnl
McDRAM: Low Latency and Energy-Efficient Matrix Computations in DRAM.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hyunsung Shin, Dongyoung Kim, Eunhyeok Park, Sungho Park, Yongsik Park, Sungjoo Yoo
2018 J jnl
Precision Highway for Ultra Low-Precision Quantization.
CoRR
Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo, Peter Vajda
2018 J jnl
ZeNA: Zero-Aware Neural Network Accelerator.
IEEE Des. Test
Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
2017 A conf
A novel zero weight/activation-aware hardware architecture of convolutional neural network.
DATE
Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
2016 — conf
Area-efficient one-cycle correction scheme for timing errors in flip-flop based pipelines.
A-SSCC
Jongeun Koo, Eunwoo Song, Eunhyeok Park, Dongyoung Kim, Junki Park, Sungju Ryu, Sungjoo Yoo, Jae-Joon Kim
2016 — conf
Dense disparity map-based pedestrian detection for intelligent vehicle.
ICITE
Chung-Hee Lee, Dongyoung Kim
2016 J jnl
Enhanced Non-Local Means Denoising Algorithm Using Weighting Function with Switching Norm.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Jong-Geun Oh, Dongyoung Kim, Min-Cheol Hong
2016 Misc conf
Zero and data reuse-aware fast convolution for deep neural networks on GPU.
CODES+ISSS
Hyunsun Park, Dongyoung Kim, Junwhan Ahn, Sungjoo Yoo
2015 Misc conf
Big/little deep neural network for ultra low power inference.
CODES+ISSS
Eunhyeok Park, Dongyoung Kim, Soobeom Kim, Yong-Deok Kim, Gunhee Kim, Sungroh Yoon, Sungjoo Yoo
2014 A conf
Coarse-grained Bubble Razor to exploit the potential of two-phase transparent latch designs.
DATE
Hayoung Kim, Dongyoung Kim, Jae-Joon Kim, Sungjoo Yoo, Sunggu Lee
2013 B conf
MCMC particle filter-based vehicle tracking method using multiple hypotheses and appearance model.
Intelligent Vehicles Symposium
Young-Chul Lim, Dongyoung Kim, Chung-Hee Lee
2005 — conf
Design of Fast Collective Communication Functions on Clustered Workstations with Ethernet and Myrinet.
ISHPC
Dongyoung Kim, Dongseung Kim
2005 — conf
Enhanced Collective Communication Functions Using Factorization and Pairwise-exchange Communication.
ICPADS (1)
Dongyoung Kim, Dongseung Kim
2004 C conf
Fast broadcast by the divide-and-conquer algorithm.
CLUSTER
Dongyoung Kim, Dongseung Kim