Search Results - "Kim, Joong Kyung"

Discrete Prompt Compression With Reinforcement Learning by Jung, Hoyoun, Kim, Kyung-Joong

“…Compressed prompts aid instruction-tuned language models (LMs) in overcoming context window limitations and reducing computational costs. Existing methods,…”
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A Machine Learning-Based Initial Difficulty Level Adjustment Method for Balance Exercise on a Trunk Rehabilitation Robot by Lee, Hosu, Choi, Yunho, Eizad, Amre, Song, Won-Kyung, Kim, Kyung-Joong, Yoon, Jungwon

“…Trunk rehabilitation exercises such as those for remediating core stability can help improve the seated balance of patients with weakness or loss of…”
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Low-Density Parity-Check Codes for ATSC 3.0 by Kyung-Joong Kim, Seho Myung, Sung-Ik Park, Jae-Young Lee, Makiko Kan, Shinohara, Yuji, Jong-Woong Shin, Jinwoo Kim

“…In this paper, we introduce the overview and detailed structure of low-density parity-check (LDPC) codes, which are adopted for the physical layer standard of…”
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Analysis and Design of QC-LDPC Coded BICM Ensembles Based on RCA Density Evolution by Jang, Min, Jeong, Hongsil, Myung, Seho, Kim, Kyung-Joong, Park, Jeongho, Kim, Sang-Hyo

“…This paper presents density evolution (DE) techniques based on reciprocal channel approximation (RCA) for general bit-interleaved coded modulation (BICM)…”
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An Evolutionary Algorithm Approach to Optimal Ensemble Classifiers for DNA Microarray Data Analysis by KIM, Kyung-Joong, CHO, Sung-Bae

“…In general, the analysis of microarray data requires two steps: feature selection and classification. From a variety of feature selection methods and…”
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Comparison of Low-Density Parity-Check Codes in ATSC 3.0 and 5G Standards by Ahn, Seok-Ki, Kim, Kyung-Joong, Myung, Seho, Park, Sung-Ik, Yang, Kyeongcheol

“…Recently, low-density parity-check (LDPC) codes have been adopted in Advanced Television Systems Committee 3.0 and 3rd Generation Partnership Project 5G…”
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Offset and Normalized Min-Sum Algorithms for ATSC 3.0 LDPC Decoder by Myung, Seho, Park, Sung-Ik, Kim, Kyung-Joong, Lee, Jae-Young, Kwon, Sunhyoung, Kim, Jeongchang

“…Offset min-sum algorithm (OMSA) and normalized min-sum algorithm (NMSA) are widely used in commercial LDPC decoders due to low complexity and reasonable…”
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Rate Matching for Polar Codes Based on Binary Domination by Jang, Min, Ahn, Seok-Ki, Jeong, Hongsil, Kim, Kyung-Joong, Myung, Seho, Kim, Sang-Hyo, Yang, Kyeongcheol

“…In this paper, we investigate the fundamentals of puncturing and shortening for polar codes, based on binary domination. For punctured and shortened polar…”
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Identification and trend analysis of homogeneous rainfall zones over the East Asia monsoon region by Awan, Jehangir Ashraf, Bae, Deg‐Hyo, Kim, Kyung‐Joong

“…ABSTRACT Rainfall is a complex phenomenon with high spatiotemporal variability. Identification of homogeneous rainfall zones to better analyse the rainfall…”
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Engagnition: A multi-dimensional dataset for engagement recognition of children with autism spectrum disorder by Kim, Won, Seong, Minwoo, Kim, Kyung-Joong, Kim, SeungJun

“…Engagement plays a key role in improving the cognitive and motor development of children with autism spectrum disorder (ASD). Sensing and recognizing their…”
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A New Open-Source Off-Road Environment for Benchmark Generalization of Autonomous Driving by Han, Isaac, Park, Dong-Hyeok, Kim, Kyung-Joong

“…Recently, deep neural networks have greatly improved autonomous driving. However, as a great deal of training data is required, most studies have employed…”
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Recent Advances in General Game Playing by Kim, Kyung-Joong, Mańdziuk, Jacek, Park, HyunSoo, Świechowski, Maciej

“…The goal of General Game Playing (GGP) has been to develop computer programs that can perform well across various game types. It is natural for human game…”
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A Swapping Target Q-Value Technique for Data Augmentation in Offline Reinforcement Learning by Joo, Ho-Taek, Baek, In-Chang, Kim, Kyung-Joong

“…Offline reinforcement learning (RL) is applied to fixed datasets of logged interactions pertaining to actual applications in healthcare, autonomous vehicles,…”
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Inference of Other’s Minds with Limited Information in Evolutionary Robotics by Kim, Kyung-Joong, Cho, Sung-Bae

“…Theory of mind (ToM) is the ability to understand others’ mental states (e.g., intentions). Studies on human ToM show that the way we understand others’ mental…”
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Flexible and Robust Transmission for Physical Layer Signaling of ATSC 3.0 by Jeong, Hongsil, Kim, Kyung-Joong, Myung, Seho, Shin, Jong-Woong, Kim, Jinwoo, Park, Sung-Ik, Kwon, Sunhyoung, Shi, Yijun, Kim, Sang-Hyo

“…The physical layer [layer-1 (L1)] signaling (L1 signaling) of Advanced Television Systems Committee (ATSC) 3.0 is studied. In the new digital broadcasting…”
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Performance Evaluation Gaps in a Real-Time Strategy Game Between Human and Artificial Intelligence Players by Kim, Man-Je, Kim, Kyung-Joong, Kim, Seungjun, Dey, Anind K.

“…Since 2010, annual StarCraft artificial intelligence (AI) competitions have promoted the development of successful AI players for complex real-time strategy…”
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Challenges and Opportunities in Game Artificial Intelligence Education Using Angry Birds by Yoon, Du-Mim, Kim, Kyung-Joong

“…Games have been an important tool for motivating undergraduate students majoring in computer science and engineering. However, it is difficult to build an…”
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Efficient Decoding of LDM Core Layer at Fixed Receivers in ATSC 3.0 by Myung, Seho, Kim, Kyung-Joong, Lee, Jin, Oh, Young-Ho, Ahn, Seok-Ki

“…In order to decode an enhanced layer (EL) signal for a layered-division multiplexing (LDM) system at fixed receivers in ATSC 3.0, low-density parity-check…”
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StarCraft AI Competitions, Bots, and Tournament Manager Software by Certicky, Michal, Churchill, David, Kim, Kyung-Joong, Certicky, Martin, Kelly, Richard

“…Real-time strategy games have become an increasingly popular test bed for modern artificial intelligence (AI) techniques. With this rise in popularity has come…”
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Tell Me What You Eat, and I Will Tell You Where You Come From: A Data Science Approach for Global Recipe Data on the Web by Kim, Kyung-Joong, Chung, Chang-Ho

“…Thousands of recipes, representing different national cuisines, from the site recipesource.com were analyzed with the aim of understanding the food culture of…”
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