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Showing results 1 to 51 of 51

1	A Mobile 3-D Object Recognition Processor With Deep-Learning-Based Monocular Depth Estimation Im, Dongseok; Park, Gwangtae; Li, Zhiyong; Ryu, Junha; Kang, Sanghoon; Han, Donghyeon; Lee, Jinsu; et al, IEEE MICRO, v.43, no.3, pp.74 - 82, 2023-05
2	A Novel Deep Learning-Based IoT Device Transmission Interval Management Scheme for Enhanced Scalability in LoRa Networks Lee, Sanghyun; Lee, Joohyung; Hwang, Jungyeon; Choi, Jun Kyun, IEEE WIRELESS COMMUNICATIONS LETTERS, v.10, no.11, pp.2538 - 2542, 2021-11
3	A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective Roh, Yuji; Heo, Geon; Whang, Steven Euijong, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.33, no.4, pp.1328 - 1347, 2021-04
4	Accelerating Distributed SGD With Group Hybrid Parallelism Joo, Kyung-No; Youn, Chan-Hyun, IEEE ACCESS, v.9, pp.52601 - 52618, 2021-03
5	Adapting to Unknown Conditions in Learning-Based Mobile Sensing Gong, Taesik; Kim, Yeonsu; Choi, Ryuhaerang; Shin, Jinwoo; Lee, Sung-Ju, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.21, no.10, pp.3470 - 3485, 2022-10
6	Adaptive Developmental Resonance Network Park, Gyeongmoon; Kim, Jong-Hwan, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.32, no.10, pp.4347 - 4361, 2021-10
7	Agamotto: A Performance Optimization Framework for CNN Accelerator With Row Stationary Dataflow Kim, Donghyuk; Jeong, Sanghyun; Kim, Joo-Young, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.70, no.6, pp.2487 - 2496, 2023-06
8	An Accelerated Edge Cloud System for Energy Data Stream Processing Based on Adaptive Incremental Deep Learning Scheme Kim, Seong-Hwan; Lee, Changha; Youn, Chan-Hyun, IEEE ACCESS, v.8, no.8, pp.195341 - 195358, 2020-10
9	Antenna Diagnostics Based on Infinitesimal Dipole Modeling With Limited Measurement on Antenna Aperture Oh, Ju-Ik; Yang, Sung Jun; Kim, Sol; Yu, Jong-Won; Kim, Young Dam, IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS, v.21, no.5, pp.923 - 927, 2022-05
10	Are Reactions to Ego Vehicles Predictable Without Data?: A Semi-Supervised Approach Jeon, Hyeongseok; Kim, Sanmin; Lee, Kibeom; Kang, Daejun; Choi, Jun Won; Kum, Dongsuk, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.24, no.6, pp.6477 - 6490, 2023-06
11	Characterization of Inter-Cell Interference in 3D NAND Flash Memory Park, Suk Kwang; Moon, Jaekyun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.68, no.3, pp.1183 - 1192, 2021-01
12	Collection-CAM: A Faster Region-Based Saliency Method Using Collection-Wise Mask Over Pyramidal Features Ha, Yungi; Youn, Chan-Hyun, IEEE ACCESS, v.10, pp.112776 - 112788, 2022-10
13	Community detection and matrix completion with social and item similarity graphs Zhang, Qiaosheng; Tan, Vincent Y. F.; Suh, Changho, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.69, pp.917 - 931, 2021-03
14	Competitive Data Trading Model With Privacy Valuation for Multiple Stakeholders in IoT Data Markets Oh, Hyeontaek; Park, Sangdon; Lee, Gyu Myoung; Choi, Jun Kyun; Noh, Sungkee, IEEE INTERNET OF THINGS JOURNAL, v.7, no.4, pp.3623 - 3639, 2020-04
15	Containerized In-Storage Processing Model and Hardware Acceleration for Fully-Flexible Computational SSDs Gouk, Donghyun; Kwon, Miryeong; Bae, Hanyeoreum; Jung, Myoungsoo, IEEE COMPUTER ARCHITECTURE LETTERS, pp.1 - 4, 2023-06
16	Deep Learning-Based Estimation of the Unknown Road Profile and State Variables for the Vehicle Suspension System Kim, Gyuwon; Lee, Soo Young; Oh, Jong-Seok; Lee, Seungchul, IEEE ACCESS, v.9, pp.13878 - 13890, 2021
17	Deep nonnegative matrix factorization using a variational autoencoder with application to single-cell RNA sequencing data Jee, Dong Jun; Kong, Yixin; Chun, Hyonho, IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v.20, no.2, pp.883 - 893, 2023-03
18	DeepWear: Adaptive Local Offloading for On-Wearable Deep Learning Xu, Mengwei; Qian, Feng; Zhu, Mengze; Huang, Feifan; Pushp, Saumay; Liu, Xuanzhe, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.19, no.2, pp.314 - 330, 2020-01
19	Denoising Recurrent Neural Networks for Classifying Crash-Related Events Park, Sungjoon; Seonwoo, Yeon; Kim, Jiseon; Kim, Jooyeon; Oh, Alice, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.21, no.7, pp.2906 - 2917, 2020-07
20	Deposit Decision Model for Data Brokers in Distributed Personal Data Markets Using Blockchain Oh, Hyeontaek; Park, Sangdon; Choi, Jun Kyun; Noh, Sungkee, IEEE ACCESS, v.9, pp.114715 - 114726, 2021
21	Development of Neural Network Model With Explainable AI for Measuring Uranium Enrichment Ryu, Jichang; Park, Chanjun; Park, Jungsuk; Cho, Namchan; Park, Jaehyun; Cho, Gyuseong, IEEE TRANSACTIONS ON NUCLEAR SCIENCE, v.68, no.11, pp.2670 - 2681, 2021-11
22	DiOS-An Extended Reality Operating System for the Metaverse Braud, Tristan; Lee, Lik-Hang; Alhilal, Ahmad; Fernandez, Carlos Bermejo; Hui, Pan, IEEE MULTIMEDIA, v.30, no.2, pp.70 - 80, 2023-04
23	Domain Adaptive Transfer Attack-Based Segmentation Networks for Building Extraction From Aerial Images Na, Younghwan; Kim, Jun Hee; Lee, Kyungsu; Park, Juhum; Hwang, Jae Youn; Choi, Jihwan, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.59, no.6, pp.5171 - 5182, 2021-06
24	Dual-Branch Structured De-Striping Convolution Network Using Parametric Noise Model Lee, Jongho; Ro, Yong Man, IEEE ACCESS, v.8, pp.155519 - 155528, 2020-08
25	Energy Minimization of Dynamic Multi-UAV Communication Network for Cooperative Multi-Hop Data Gathering Choi, Uihwan; Moon, Chaehwan; Ahn, Jaemyung, IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, v.59, no.3, pp.3082 - 3099, 2023-06
26	Explainability of Machine Learning Models for Bankruptcy Prediction Park, Min Sue; Son, Hwijae; Hyun, Chongseok; Hwang, Hyung Ju, IEEE ACCESS, v.9, pp.124887 - 124899, 2021
27	Explaining CNN and RNN Using Selective Layer-Wise Relevance Propagation Jung, Yeon-Jee; Han, Seung-Ho; Choi, Ho-Jin, IEEE ACCESS, v.9, pp.18670 - 18681, 2021-03
28	Fault Classification in High-Dimensional Complex Processes Using Semi-Supervised Deep Convolutional Generative Models Ko, Taeyoung; Kim, Heeyoung, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, v.16, no.4, pp.2868 - 2877, 2020-04
29	Frequency-Shifting-Based B2D-DCT-PCA for Handheld Landmine Detection Using GPR Data Hahm, Jonghun; Kim, Seong-Dae; Kim, Donghyun; Choi, Soon-Ho, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v.18, no.9, pp.1560 - 1564, 2021-09
30	From Anticipation to Action: Data Reveal Mobile Shopping Patterns During a Yearly Mega Sale Event in China Guan, Muzhi; Cha, Meeyoung; Li, Yong; Wang, Yue; Sun, Jingbo, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.34, no.4, pp.1775 - 1787, 2022-04
31	Image Reconstruction: From Sparsity to Data-Adaptive Methods and Machine Learning Ravishankar, Saiprasad; Ye, Jong Chul; Fessler, Jeffrey A., PROCEEDINGS OF THE IEEE, v.108, no.1, pp.86 - 109, 2020-01
32	ImprovedSSGAN: Ranking Discriminator With Semi-Supervised GAN for Ordinal Information Tolcha, Yalew; Kim, Kyoung Hoon; Kim, Daeyoung, IEEE ACCESS, v.11, pp.13447 - 13455, 2023
33	Joint Learning of Generative Translator and Classifier for Visually Similar Classes Yoo, Byungin; Sylvain, Tristan; Bengio, Yoshua; Kim, Junmo, IEEE ACCESS, v.8, pp.219160 - 219173, 2020
34	Learning From Noisy Labels With Deep Neural Networks: A Survey Song, Hwanjun; Kim, Minseok; Park, Dongmin; Shin, Yooju; Lee, Jae-Gil, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.34, no.11, pp.8135 - 8153, 2023-11
35	Learning to Maximize Speech Quality Directly Using MOS Prediction for Neural Text-to-Speech Choi, Yeunju; Jung, Youngmoon; Suh, Youngjoo; Kim, Hoi-Rin, IEEE ACCESS, v.10, pp.52621 - 52629, 2022-05
36	Least-Energy Path Planning With Building Accurate Power Consumption Model of Rotary Unmanned Aerial Vehicle Hong, Dooyoung; Lee, Seonhoon; Cho, Young Hoo; Baek, Donkyu; Kim, Jaemin; Chang, Naehyuck, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.69, no.12, pp.14803 - 14817, 2020-12
37	Meta-Learning Amidst Heterogeneity and Ambiguity Go, Kyeongryeol; Kim, Mingyu; Yun, Seyoung, IEEE ACCESS, v.11, pp.1578 - 1592, 2023
38	On Cost-Efficient Learning of Data Dependency Jang, Hyeryung; Song, Hyungseok; Yi, Yung, IEEE-ACM TRANSACTIONS ON NETWORKING, v.30, no.3, pp.1382 - 1394, 2022-06
39	One-Shot Adaptation of GAN in Just One CLIP Kwon, Gihyun; Ye, Jong Chul, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.10, pp.12179 - 12191, 2023-10
40	P-PseudoLabel: Enhanced Pseudo-Labeling Framework With Network Pruning in Semi-Supervised Learning Ham, Gyeongdo; Cho, Yucheol; Lee, Jae-Hyeok; Kim, Dae-Shik, IEEE ACCESS, v.10, pp.115652 - 115662, 2022-10
41	Privacy-Preserving Deep Learning on Machine Learning as a Service-a Comprehensive Survey Tanuwidjaja, Harry Chandra; Choi, Rakyong; Baek, Seunggeun; Kim, Kwangjo, IEEE ACCESS, v.8, pp.167425 - 167447, 2020-09
42	Recurrent Reconstructive Network for Sequential Anomaly Detection Yoo, Yong-Ho; Kim, Ue-Hwan; Kim, Jong-Hwan, IEEE TRANSACTIONS ON CYBERNETICS, v.51, no.3, pp.1704 - 1715, 2021-03
43	Semi-Supervised Multi-Label Learning for Classification of Wafer Bin Maps With Mixed-Type Defect Patterns Lee, Hyuck; Kim, Heeyoung, IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, v.33, no.4, pp.653 - 662, 2020-11
44	Semisupervised Training of Deep Generative Models for High-Dimensional Anomaly Detection Xie, Qin; Zhang, Peng; Yu, Boseon; Choi, Jaesik, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.33, no.6, pp.2444 - 2453, 2022-06
45	Short-Term Electrical Load Forecasting With Multidimensional Feature Extraction Kim, Nakyoung; Park, Hyunseo; Lee, Joohyung; Choi, Jun Kyun, IEEE TRANSACTIONS ON SMART GRID, v.13, no.4, pp.2999 - 3013, 2022-07
46	Survival Analysis of COVID-19 Patients With Symptoms Information by Machine Learning Algorithms Kim, Gwangsu; Yoo, Chang-Dong; Yang, Seong J., IEEE ACCESS, v.10, pp.62282 - 62291, 2022
47	Towards Interoperability of Entity-Based and Event-Based IoT Platforms: The Case of NGSI and EPCIS Standards Tolcha, Yalew; Kassahun, Ayalew; Montanaro, Teodoro; Conzon, Davide; Schwering, Georg; Maselyne, Jarissa; Kim, Daeyoung, IEEE ACCESS, v.9, pp.49868 - 49880, 2021-04
48	Unsupervised Domain Adaptation for 3D Point Clouds by Searched Transformations Kang, Dongmin; Nam, Yeongwoo; Kyung, Daeun; Choi, Jonghyun, IEEE ACCESS, v.10, pp.56901 - 56913, 2022
49	Utilizing Skipped Frames in Action Repeats for Improving Sample Efficiency in Reinforcement Learning Luu, Tung M.; Nguyen, Thanh; Vu, Thang; Yoo, Chang-Dong, IEEE ACCESS, v.10, pp.64965 - 64975, 2022
50	Value-Based Constraint Control Flow Integrity Jung, Dongjae; 김민수; Jang, Jinsoo; Kang, Brent Byunghoon, IEEE ACCESS, v.8, pp.50531 - 50542, 2020-03
51	Weak Detection in the Spiked Wigner Model Chung, Hye Won; Lee, Ji Oon, IEEE TRANSACTIONS ON INFORMATION THEORY, v.68, no.11, pp.7427 - 7453, 2022-11

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Knowledge Service Development Team, KAIST 291 Daehak-ro, Yuseong-gu, Daejeon 34141, Republic of Korea. T. 82-42-350-4493 Email. koasas@kaist.ac.kr
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