Search Results - "Hyung-Il KIM"

Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning by Jang, Sooyoung, Kim, Hyung-Il

“…Effective exploration is one of the critical factors affecting performance in deep reinforcement learning. Agents acquire data to learn the optimal policy…”
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Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection by Kim, Jung Uk, Kim, Hyung-Il, Ro, Yong Man

“…Monocular 3D object detection has drawn increasing attention in various human-related applications, such as autonomous vehicles, due to its cost-effective…”
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Improvement in nano‐pattern replication of injection molding by polyamide/dendrimer blend by Kang, Donghoon, Kim, Hyung‐Il

“…In general, lower viscosity of materials leads to desirable nano‐pattern replication characteristics in injection molding processes. However, such materials do…”
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Improvement in mechanical properties of recycled polypropylene composite by controlling the length distribution of glass fibers by Kang, Donghoon, Lee, Jeong‐Moo, Moon, Chorok, Kim, Hyung‐Il

“…A change in the length distribution of glass fiber was induced by mixing long glass fiber 30%‐ reinforced polypropylene composites with recycled composites of…”
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Visualizing Hand Force with Wearable Muscle Sensing for Enhanced Mixed Reality Remote Collaboration by Kim, Hyung-il, Yoon, Boram, Oh, Seo Young, Woo, Woontack

“…In this paper, we present a prototype system for sharing a user's hand force in mixed reality (MR) remote collaboration on physical tasks, where hand force is…”
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Soft morphing hand driven by SMA tendon wire by Kim, Hyung-Il, Han, Min-Woo, Song, Sung-Hyuk, Ahn, Sung-Hoon

“…Most existing approaches to developing robotic manipulators or artificial hands have used rigid components, with joints, linkages, gears, and motors. Rigid…”
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Various injury patterns due to combustion (typical but unfamiliar to physicians and easy to miss) in Korea: a case report by Hyung Il Kim

“…Patients transported from fire sites may exhibit various injury patterns. Major trauma, skin burn, inhalation burn, and carbon monoxide poisoning are typical…”
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Synthesis and photocatalytic performance of PVA/TiO2/graphene-MWCNT nanocomposites for dye removal by Jung, Gowun, Kim, Hyung-Il

“…ABSTRACT TiO2/graphene‐MWCNT nanocomposite was prepared using solvothermal reaction for the effective distribution of TiO2 nanoparticles on carbonaceous…”
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Background memory‐assisted zero‐shot video object segmentation for unmanned aerial and ground vehicles by Yun, Kimin, Kim, Hyung‐Il, Bae, Kangmin, Moon, Jinyoung

“…Unmanned aerial vehicles (UAV) and ground vehicles (UGV) require advanced video analytics for various tasks, such as moving object detection and segmentation;…”
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Soft composite hinge actuator and application to compliant robotic gripper by Wang, Wei, Rodrigue, Hugo, Kim, Hyung-Il, Han, Min-Woo, Ahn, Sung-Hoon

“…This work introduces the design of a smart soft composite (SSC) hinge actuator capable of a pure bending motion concentrated on specific sections of the…”
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Effects of Avatar Transparency on Social Presence in Task-Centric Mixed Reality Remote Collaboration by Yoon, Boram, Shin, Jae-eun, Kim, Hyung-il, Young Oh, Seo, Kim, Dooyoung, Woo, Woontack

“…Despite the importance of avatar representation on user experience for Mixed Reality (MR) remote collaboration involving various device environments and large…”
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High‐throughput single‐molecule imaging system using nanofabricated trenches and fluorescent DNA‐binding proteins by Kang, Yujin, Cheon, Na Young, Cha, Jongjin, Kim, Ayoung, Kim, Hyung‐il, Lee, Luda, Kim, Kang O., Jo, Kyubong, Lee, Ja Yil

“…DNA curtain is a high‐throughput system, integrating a lipid bilayer, fluorescence imaging, and microfluidics to probe protein–DNA interactions in real‐time…”
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Efficient deep reinforcement learning under task variations via knowledge transfer for drone control by Jang, Sooyoung, Kim, Hyung-Il

“…Despite the growing interest in using deep reinforcement learning (DRL) for drone control, several challenges remain to be addressed, including issues with…”
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Is microsatellite instability a prognostic marker in gastric cancer?: A systematic review with meta-analysis by Choi, Yoon Young, Bae, Jung Min, An, Ji Yeong, Kwon, In Gyu, Cho, In, Shin, Hyun Beak, Eiji, Tanaka, Aburahmah, Mohammad, Kim, Hyung-Il, Cheong, Jae-Ho, Hyung, Woo Jin, Noh, Sung Hoon

“…Background and Objective The relationship between survival in gastric cancer patients and the status of microsatellite instability (MSI) has not yet been…”
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Dentin-Derived-Barrier Membrane in Guided Bone Regeneration: A Case Report by Ku, Jeong-Kui, Um, In-Woong, Jun, Mi-Kyoung, Kim, Il-Hyung

“…An autogenous, demineralized, dentin matrix is a well-known osteo-inductive bone substitute that is mostly composed of type I collagen and is widely used in…”
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The Effect of Whitlockite as an Osteoconductive Synthetic Bone Substitute Material in Animal Bony Defect Model by Ku, Jeong-Kui, Kim, Il-Hyung, Shim, Jung Hee, Kim, Yu Ha, Kim, Baek Hyun, Kim, Young-Kyun, Yun, Pil-Young

“…This study aimed to evaluate the biomechanical properties in vitro and the bone regeneration of whitlockite (WH) compared with hydroxyapatite (HA) or…”
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Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment by Kim, Hyung-Il, Yun, Kimin, Ro, Yong Man

“…For the past decades, face recognition (FR) has been actively studied in computer vision and pattern recognition society. Recently, due to the advances in deep…”
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Supervised pre-training for improved stability in deep reinforcement learning by Jang, Sooyoung, Kim, Hyung-Il

“…Deep reinforcement learning (DRL) technology has been actively studied with the recent advances in deep learning. As a result, the researchers are continuously…”
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Types of injuries caused by isolated electric scooter accidents by Kyongwon, Yoo, Hyung Il, Kim

“…Purpose: The recent increase in electric scooter (e-scooter) use has been accompanied by an increase in injuries from e-scooter-related accidents. Studies have…”
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Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification by Lee, Youngwan, Kim, Hyung-Il, Yun, Kimin, Moon, Jinyoung

“…Video classification researches have recently attracted attention in the fields of temporal modeling and efficient 3D convolutional architectures. However, the…”
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