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| <link rel="stylesheet" href="css/font.css" /> | ||
| <link rel="stylesheet" href="css/style.css" /> | ||
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| <div class="content"> | ||
| <div class="t1">포트폴리오</div> | ||
| <div class="spacer" style="height: 26px;"></div> | ||
| <div class="h-gallery"> | ||
| {#each typeof data.posts === "undefined" ? [] : data.posts.data as post_content} | ||
| <div class="component hover" id="post?n={post_content.id}"> | ||
| <img src={post_content.title_image} alt="" /> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="title">{post_content.title}</div> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="subtitle">{post_content.subtitle}</div> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="tag-block"> | ||
| {#each typeof post_content.tags === "undefined" ? [] : post_content.tags.split(",") as tag} | ||
| <!-- svelte-ignore a11y-missing-attribute --> | ||
| <div><a>#{tag}</a></div> | ||
| {/each} | ||
| </div> | ||
| </div> | ||
| {/each} | ||
| </div> | ||
| <div class="main-gallery-viewer"> | ||
| <img src="img/test.jpg" alt="" /> | ||
| </div> | ||
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| <div class="spacer" style="height: 48px;"></div> | ||
| <div class="content"> | ||
| <div class="t1">Introduction to DMS Research Group</div> | ||
| <p> | ||
| The DMS research group is currently concentrating on research and | ||
| development related to Smart Mobility Systems and Bio-Medical/Healthcare | ||
| intelligent Services based on deep learning-based AI technologies on | ||
| distributed systems | ||
| </p> | ||
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| <div class="t1">수상작</div> | ||
| <div class="spacer" style="height: 26px;"></div> | ||
| <div class="h-gallery"> | ||
| {#each typeof data.awards === "undefined" ? [] : data.awards.data as post_content} | ||
| <div class="component hover" id="post?n={post_content.id}"> | ||
| <img src={post_content.title_image} alt="" /> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <!-- svelte-ignore a11y-missing-attribute --> | ||
| <div class="title"> | ||
| <!-- <a class="ranking-badge">{post_content.award_title}</a> --> | ||
| <a>{post_content.title}</a> | ||
| </div> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="subtitle">{post_content.subtitle}</div> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="tag-block"> | ||
| {#each typeof post_content.tags === "undefined" ? [] : post_content.tags.split(",") as tag} | ||
| <!-- svelte-ignore a11y-missing-attribute --> | ||
| <div><a>#{tag}</a></div> | ||
| {/each} | ||
| </div> | ||
| </div> | ||
| {/each} | ||
| </div> | ||
| <div class="t2">Distributed System Technology</div> | ||
| <p> | ||
| By utilizing Cloud Platform Technology, we are currently focusing on the | ||
| development of “Intelligent Cloud Platform (IFC) for Smart Mobility | ||
| systems and Healthcare Assistant systems, which is the core of the 4th | ||
| Industrial Revolution. In particular, we are researching automatic AI | ||
| platform provisiong service for “Intelligent Cooperative Heatlcare | ||
| Assistant Agents for oldery people” and “Digital Twin Systems for Urban | ||
| Air Mobility” application fields. We also research and develop stable | ||
| and scalable system architecture and intelligent system operation | ||
| management service. | ||
| </p> | ||
|
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| <div class="spacer" style="height: 48px;"></div> | ||
| <div class="spacer" style="height: 26px;"></div> | ||
| <div class="t2">Artificial Intelligence Technology</div> | ||
| <p> | ||
| Various studies are in progress in relation to AI technology based on | ||
| deep learning. | ||
| <li> | ||
| Intelligent and efficient path planning and control based on Deep | ||
| Reinforcement Learning (DRL), | ||
| </li> | ||
| <li> | ||
| Distributed Control technology for Swarm Mobility using Distributed | ||
| Multiagent DRL technology, | ||
| </li> | ||
| <li> | ||
| Human Pose and Activity recognition technology based on Visual | ||
| Transformer, | ||
| </li> | ||
| <li> | ||
| Object Detection, Face and Emotion Recognition technology using | ||
| computer vision and widely used deep learning vision models such as | ||
| CNN, YoLo, ResNet, MobileNet, etc. | ||
| </li> | ||
| <li> | ||
| NLP Research on Knowledge-based Open-Domain Conversational QA and | ||
| Dialog based on Transformer-based encoder/decoder languate models, | ||
| </li> | ||
| <li> | ||
| Research on QA dataset creation competing Question Generation and | ||
| Question Answering language models, | ||
| </li> | ||
| <li> | ||
| Intelligent Chatbot technology supporting long-term conversation | ||
| using Open Domain Knowledge etc. | ||
| </li> | ||
| </p> | ||
|
|
||
| <div class="t1">연구/개발</div> | ||
| <div class="spacer" style="height: 26px;"></div> | ||
| <div class="h-gallery"> | ||
| {#each typeof data.research === "undefined" ? [] : data.research.data as post_content} | ||
| <div class="component hover" id="post?n={post_content.id}"> | ||
| <img src={post_content.title_image} alt="" /> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="title text-truncate">{post_content.title}</div> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="subtitle">{post_content.subtitle}</div> | ||
| <div class="spacer" style="height: 6px;"></div> | ||
| <div class="tag-block"> | ||
| {#each typeof post_content.tags === "undefined" ? [] : post_content.tags.split(",") as tag} | ||
| <!-- svelte-ignore a11y-missing-attribute --> | ||
| <div><a>#{tag}</a></div> | ||
| {/each} | ||
| </div> | ||
| </div> | ||
| {/each} | ||
| </div> | ||
| <div class="t2">Core Research Focus</div> | ||
| <p> | ||
| <li> | ||
| Intelligent Mobility Control Technologies based on Multi-Agent Deep | ||
| Reinforcement Learning and Attentions between agents | ||
| </li> | ||
| <li> | ||
| Human Pose, Activity, Face, Emotion Recognition models based on deep | ||
| learning for computer vision | ||
| </li> | ||
| <li> | ||
| Open-Domain Converstational QA and Dialog systems based on Graph | ||
| Knowledge and Self-Attention models | ||
| </li> | ||
| <li> | ||
| Multi-Modal Situation Detection and Context Regonition Servies for | ||
| Healthcare Assistant | ||
| </li> | ||
| <li> | ||
| Automatic provisioning and intelligent operation management | ||
| technologies for intelligent cloud platforms (IaaS, PaaS, SaaS, | ||
| FaaS) | ||
| </li> | ||
| <li> | ||
| Hierarchical Distributed Intelligent Fog and Cloud Cooperative | ||
| Service Platform technology based on Offloading/Caching technolog | ||
| </li> | ||
| <li> | ||
| Distributed system quality evaluation technology based on stochastic | ||
| reward net and discrete event simulation | ||
| </li> | ||
| <li> | ||
| Efficient and reusable SW Architecture design technology suitable | ||
| for domain function and quality requirements | ||
| </li> | ||
| </p> | ||
|
|
||
| <div class="spacer" style="height: 26px;"></div> | ||
| <div class="t2">Contact</div> | ||
| <p> | ||
| <li> | ||
| Office: Konkuk University New Engineering Building 1207 (건국대학교 | ||
| 신공학관 1207호) | ||
| </li> | ||
| <li>Email: [email protected] (Prof. Dugki Min, Ph.D)</li> | ||
| </p> | ||
| <div class="spacer" style="height: 40px;"></div> | ||
| </div> | ||
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