Donggyun Kim

33 papers A* 3B 1C 4Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging.
CoRR
Chanhyuk Lee, Jiho Choi, Chanryeol Lee, Donggyun Kim, Seunghoon Hong
2025 J jnl
Experimental Validation of Optimal Message Limits in Distributed Local Search for Ship Collision Avoidance.
J. Adv. Comput. Intell. Intell. Informatics
Donggyun Kim
2025 B conf
HEART: Heterogeneous-Aware Traffic Allocation in Multi-Replica Deployments on Kubernetes.
CLOUD
Hokun Park, Donggyun Kim, Hyungjun Kim, Gyujeong Lim, HeonChang Yu
2025 J jnl
HyperFlow: Gradient-Free Emulation of Few-Shot Fine-Tuning.
CoRR
Donggyun Kim, Chanwoo Kim, Seunghoon Hong
2025 J jnl
Learning System-Optimal and Individual-Optimal Collision Avoidance Behaviors by Autonomous Mobile Agents.
Algorithms
Katsutoshi Hirayama, Kazuma Gohara, Jinichi Koue, Tenda Okimoto, Donggyun Kim
2025 J jnl
Universal Few-Shot Spatial Control for Diffusion Models.
CoRR
Kiet T. Nguyen, Chanhuyk Lee, Donggyun Kim, Dong Hoon Lee, Seunghoon Hong
2024 — conf
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild.
ECCV (23)
Donggyun Kim, Seongwoong Cho, Semin Kim, Chong Luo, Seunghoon Hong
2024 J jnl
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild.
CoRR
Donggyun Kim, Seongwoong Cho, Semin Kim, Chong Luo, Seunghoon Hong
2024 — conf
LARE-HPA: Co-optimizing Latency and Resource Efficiency for Horizontal Pod Autoscaling in Kubernetes.
ICSOC (2)
Donggyun Kim, Hyungjun Kim, EunYoung Lee, HeonChang Yu
2024 A* conf
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control.
NeurIPS
Seongwoong Cho, Donggyun Kim, Jinwoo Lee, Seunghoon Hong
2024 J jnl
Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control.
CoRR
Seongwoong Cho, Donggyun Kim, Jinwoo Lee, Seunghoon Hong
2024 — conf
Optimizing Traffic Allocation for Multi-replica Microservice Deployments in Edge Cloud.
ICSOC (1)
Hokun Park, Hyungjun Kim, Donggyun Kim, Gyujeong Lim, HeonChang Yu
2024 J jnl
Revisiting Weight Averaging for Model Merging.
CoRR
Jiho Choi, Donggyun Kim, Chanhyuk Lee, Seunghoon Hong
2023 A* conf
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching.
ICLR
Donggyun Kim, Jinwoo Kim, Seongwoong Cho, Chong Luo, Seunghoon Hong
2023 J jnl
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching.
CoRR
Donggyun Kim, Jinwoo Kim, Seongwoong Cho, Chong Luo, Seunghoon Hong
2022 A* conf
Multi-Task Processes.
ICLR
Donggyun Kim, Seongwoong Cho, Wonkwang Lee, Seunghoon Hong
2021 J jnl
Multi-Task Processes.
CoRR
Donggyun Kim, Seongwoong Cho, Wonkwang Lee, Seunghoon Hong
2020 — conf
High-Fidelity Synthesis with Disentangled Representation.
ECCV (26)
Wonkwang Lee, Donggyun Kim, Seunghoon Hong, Honglak Lee
2020 J jnl
High-Fidelity Synthesis with Disentangled Representation.
CoRR
Wonkwang Lee, Donggyun Kim, Seunghoon Hong, Honglak Lee
2020 — conf
Performance Validation and Comparison of Range/INS Integrated System in Urban Navigation Environment Using Unity3D and PILS.
PLANS
Eunhak Koh, Gwangsoo Park, Byoungjin Lee, Donggyun Kim, Sangkyung Sung
2019 J jnl
A visual-physiology multimodal system for detecting outlier behavior of participants in a reality TV show.
Int. J. Distributed Sens. Networks
Shin-Jin Kang, Donggyun Kim, YoungBin Kim
2019 J jnl
Design of a Human Evaluator Model for the Ride Comfort of Vehicle on a Speed Bump Using a Neural Artistic Style Extraction.
Sensors
Donggyun Kim, Myeongyu Jeong, ByungGuk Bae, Changsun Ahn
2019 J jnl
On the structures of hive algebras and tensor product algebras for general linear groups of low rank.
Int. J. Algebra Comput.
Donggyun Kim, Sangjib Kim, Euisung Park
2018 J jnl
Continuous digital zooming of asymmetric dual camera images using registration and variational image restoration.
Multidimens. Syst. Signal Process.
Soohwan Yu, Byeongho Moon, Donggyun Kim, Sehoon Kim, Wonhee Choe, SangKeun Lee, Joonki Paik
2018 — conf
Low-Latency Convolutional Recurrent Neural Network for Keyword Spotting.
SCIS&ISIS
Hu Du, Ruohan Li, Donggyun Kim, Kaoru Hirota, Yaping Dai
2016 C conf
Flicker-free low-light video enhancement using patch-similarity and adaptive accumulation.
ICCE
Seungyong Ko, Soohwan Yu, Wonseok Kang, Donggyun Kim, Joonki Paik
2015 C conf
Non-dyadic lens distortion correction and enhancement of fish-eye lens images.
ICCE
Jinho Park, Donggyun Kim, Daehee Kim, Joonki Paik
2014 J jnl
Collision Avoidance in Multiple-Ship Situations by Distributed Local Search.
J. Adv. Comput. Intell. Intell. Informatics
Donggyun Kim, Katsutoshi Hirayama, Gyei-Kark Park
2014 J jnl
Lens distortion correction and enhancement based on local self-similarity for high-quality consumer imaging systems.
IEEE Trans. Consumer Electron.
Donggyun Kim, Jinho Park, Junghoon Jung, Taechan Kim, Joonki Paik
2012 J jnl
Adaptive defogging with color correction in the HSV color space for consumer surveillance system.
IEEE Trans. Consumer Electron.
Inhye Yoon, Seonyung Kim, Donggyun Kim, Monson H. Hayes, Joon Ki Paik
2012 C conf
Adaptive defogging with color correction in the HSV color space for consumer video surveillance systems.
ICCE
Inhye Yoon, Seonyung Kim, Donggyun Kim, Monson H. Hayes, Joonki Paik
2012 C conf
Selective frequency decomposition in the wavelet domain for single image-based super-resolution.
ICCE
Seonyung Kim, Donggyun Kim, Tae-Chan Kim, Monson Hayes, Joonki Paik
2010 J jnl
Fully digital auto-focusing system with automatic focusing region selection and point spread function estimation.
IEEE Trans. Consumer Electron.
Jaehwan Jeon, Inhye Yoon, Donggyun Kim, Jinhee Lee, Joonki Paik