Beomjun Kim

42 papers A* 3A 2B 4C 2Misc 2Journal 20Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A conf
A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset.
AISTATS
Beomjun Kim, Jaehwan Kim, Kangyeon Kim, Sunwoo Kim, Heejin Ahn
2025 J jnl
A Domain-Agnostic Scalable AI Safety Ensuring Framework.
CoRR
Beomjun Kim, Kangyeon Kim, Sunwoo Kim, Heejin Ahn
2025 J jnl
BridgeTA: Bridging the Representation Gap in Knowledge Distillation via Teacher Assistant for Bird's Eye View Map Segmentation.
CoRR
Beomjun Kim, Suhan Woo, Sejong Heo, Euntai Kim
2025 A* conf
DEAR: Improving Performance and Lifetime of SSDs Using Dynamic Error-Aware Refresh.
MICRO
Jaeyong Lee, Beomjun Kim, Myoungjun Chun, Myungsuk Kim, Jihong Kim
2025 J jnl
Peri-LN: Revisiting Layer Normalization in the Transformer Architecture.
CoRR
Jeonghoon Kim, Byeongchan Lee, Cheonbok Park, Yeontaek Oh, Beomjun Kim, Taehwan Yoo, Seongjin Shin, Dongyoon Han, Jinwoo Shin, Kang Min Yoo
2025 A* conf
Peri-LN: Revisiting Normalization Layer in the Transformer Architecture.
ICML
Jeonghoon Kim, Byeongchan Lee, Cheonbok Park, Yeontaek Oh, Beomjun Kim, Taehwan Yoo, Seongjin Shin, Dongyoon Han, Jinwoo Shin, Kang Min Yoo
2025 J jnl
ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search.
CoRR
Hyunseok Lee, Jeonghoon Kim, Beomjun Kim, Jihoon Tack, Chansong Jo, Jaehong Lee, Cheonbok Park, Sookyo In, Jinwoo Shin, Kang Min Yoo
2024 — conf
AERO: Adaptive Erase Operation for Improving Lifetime and Performance of Modern NAND Flash-Based SSDs.
ASPLOS (3)
Sungjun Cho, Beomjun Kim, Hyunuk Cho, Gyeongseob Seo, Onur Mutlu, Myungsuk Kim, Jisung Park
2024 J jnl
AERO: Adaptive Erase Operation for Improving Lifetime and Performance of Modern NAND Flash-Based SSDs.
CoRR
Sungjun Cho, Beomjun Kim, Hyunuk Cho, Gyeongseob Seo, Onur Mutlu, Myungsuk Kim, Jisung Park
2024 J jnl
Autonomous Robot Racing Competitions: Truly Multivehicle Autonomous Racing Competitions [Competitions].
IEEE Robotics Autom. Mag.
Heechan Moon, Shin Han Kang, Jeongsik Eom, Myun Joong Hwang, Youngmin Kim, Jungha Wang, Beomjun Kim, TaeHyung Kim, Taekwon Ga, Jongeun Choi, Wonsang You, Jiyou Shin, Jongsoo Han, Kyeongbeen Park, Hyungpil Moon, Seok-Cheol Kee, Hak-Jin Kim, Yong-Hyun Kim, Kibeom Lee, Jaeseung Yu
2023 C conf
Chance-Constrained Control with Imperfect Perception Modules.
ACC
Beomjun Kim, Heejin Ahn
2022 J jnl
Discretization-Free Particle-Based Taxi Dispatch Methods With Network Flow Decomposition.
IEEE Trans. Intell. Transp. Syst.
Beomjun Kim, Subin Huh
2021 A* conf
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation.
CVPR
Youngmin Oh, Beomjun Kim, Bumsub Ham
2021 J jnl
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation.
CoRR
Youngmin Oh, Beomjun Kim, Bumsub Ham
2021 J jnl
Deformable Kernel Networks for Joint Image Filtering.
Int. J. Comput. Vis.
Beomjun Kim, Jean Ponce, Bumsub Ham
2021 J jnl
Ensemble CNN to Detect Drowsy Driving with In-Vehicle Sensor Data.
Sensors
Yongsu Jeon, Beomjun Kim, Yunju Baek
2020 C conf
ADAM: Adaptive Block Placement with Metadata Embedding for Hybrid Caches.
ICCD
Beomjun Kim, Prashant J. Nair, Seokin Hong
2020 J jnl
Multi-Objective Predictive Taxi Dispatch via Network Flow Optimization.
IEEE Access
Beomjun Kim, Jeongho Kim, Subin Huh, Seungil You, Insoon Yang
2020 J jnl
Multi-Objective Predictive Taxi Dispatch via Network Flow Optimization.
CoRR
Beomjun Kim, Jeongho Kim, Subin Huh, Seungil You, Insoon Yang
2020 J jnl
Sensor-Based Extraction Approaches of In-Vehicle Information for Driver Behavior Analysis.
Sensors
Beomjun Kim, Yunju Baek
2019 — conf
A Data-Driven Design Framework for Customer Service Chatbot.
HCI (18)
Shinhee Hwang, Beomjun Kim, Keeheon Lee
2019 J jnl
Deformable Kernel Networks for Joint Image Filtering.
CoRR
Beomjun Kim, Jean Ponce, Bumsub Ham
2019 J jnl
Deformable kernel networks for guided depth map upsampling.
CoRR
Beomjun Kim, Jean Ponce, Bumsub Ham
2019 J jnl
Human-Centered Risk Assessment of an Automated Vehicle Using Vehicular Wireless Communication.
IEEE Trans. Intell. Transp. Syst.
Donghoon Shin, Beomjun Kim, Kyongsu Yi, Ashwin Carvalho, Francesco Borrelli
2018 A conf
Design and Implementation of Driving Information Collection System for Driver Behavior Analysis.
MobiSys
Beomjun Kim, Juhee Seo, Jaebong Lim, Yunju Baek
2017 — conf
Design and Implementation of the Vehicular Camera System using Deep Neural Network Compression.
EMDL@MobiSys
Beomjun Kim, Yongsu Jeon, Heejin Park, Dongheon Han, Yunju Baek
2017 J jnl
Design of Integrated Risk Management-Based Dynamic Driving Control of Automated Vehicles.
IEEE Intell. Transp. Syst. Mag.
Kyuwon Kim, Beomjun Kim, Kyoung-Jun Lee, Bongchul Ko, Kyongsu Yi
2017 J jnl
Probabilistic Threat Assessment with Environment Description and Rule-based Multi-Traffic Prediction for Integrated Risk Management System.
IEEE Intell. Transp. Syst. Mag.
Beomjun Kim, Kwanwoo Park, Kyongsu Yi
2016 — conf
A Question of Trust: An Ethnographic Study of Automated Cars on Real Roads.
AutomotiveUI
Jiin Lee, Naeun Kim, Chaerin Imm, Beomjun Kim, Kyongsu Yi, Jinwoo Kim
2016 Misc conf
Design and implementation of camera network platform for information exchange using dual wireless interface.
ITNAC
Beomjun Kim, Sanghyun Son, Jaebong Lim, Yunju Baek
2016 Misc conf
Exploration of 3D Texture and Projection for New CAPTCHA Design.
WISA
Simon S. Woo, Jingul Kim, Duoduo Yu, Beomjun Kim
2015 J jnl
An IMM/EKF Approach for Enhanced Multitarget State Estimation for Application to Integrated Risk Management System.
IEEE Trans. Veh. Technol.
Beomjun Kim, Kyongsu Yi, Hyun-Jae Yoo, Hyok-Jin Chong, Bongchul Ko
2015 — conf
Effects of Wireless Communication on Integrated Risk Management Based Automated Vehicle.
ITSC
Donghoon Shin, Beomjun Kim, Jongsang Seo, Kyongsu Yi
2015 B conf
Probabilistic threat assessment with environment description and rule-based multi-traffic prediction for integrated risk management system.
Intelligent Vehicles Symposium
Beomjun Kim, Youngseop Son, Kyongsu Yi
2015 B conf
Time delay compensation for environmental sensors of high-level automated driving systems.
Intelligent Vehicles Symposium
Sung Youl Park, Beomjun Kim, Kyuwon Kim, Youngseop Son, Kyongsu Yi
2015 B conf
Vehicle sensor and actuator fault detection algorithm for automated vehicles.
Intelligent Vehicles Symposium
Yonghwan Jeong, Kyuwon Kim, Beomjun Kim, Jihyun Yoon, Hyok-Jin Chong, Bongchul Ko, Kyongsu Yi
2014 — conf
3DOC: 3D object CAPTCHA.
WWW (Companion Volume)
Simon S. Woo, Beomjun Kim, Woochan Jun, Jingul Kim
2014 — conf
Integrated risk management based automated vehicle following system on inner-city streets.
ITSC
Dongwook Kim, Junyoung Lee, Beomjun Kim, Kangwon Lee, Kyoungsu Yi
2014 J jnl
Probabilistic and Holistic Prediction of Vehicle States Using Sensor Fusion for Application to Integrated Vehicle Safety Systems.
IEEE Trans. Intell. Transp. Syst.
Beomjun Kim, Kyongsu Yi
2013 B conf
Probabilistic states prediction algorithm using multi-sensor fusion and application to Smart Cruise Control systems.
Intelligent Vehicles Symposium
Beomjun Kim, Kyongsu Yi
2012 — conf
Development of an Integrated Driving Path Estimation Algorithm for ACC and AEBS Using Multi-Sensor Fusion.
VTC Spring
Dongwoo Lee, Beomjun Kim, Kyoungsu Yi, Jaewan Lee
2011 — conf
Development of lane change driver model for closed-loop simulation of the active safety system.
ITSC
Taeyoung Lee, Beomjun Kim, Kyongsu Yi, Changhyun Jeong