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Batch Prioritization in Multigoal Reinforcement Learning Vecchietti, Luiz Felipe; Kim, Taeyoung; Choi, Kyujin; Hong, Junhee; Har, Dongsoo, IEEE ACCESS, v.8, pp.137449 - 137461, 2020-07 |
| Byzantine Fault Tolerant Distributed Stochastic Gradient Descent Based on Over-the-Air Computation Park, Sangjun; Choi, Wan, IEEE TRANSACTIONS ON COMMUNICATIONS, v.70, no.5, pp.3204 - 3219, 2022-05 |
| Calibration of Few-Shot Classification Tasks: Mitigating Misconfidence From Distribution Mismatch Kim, Sungnyun; YUN, SE-YOUNG, IEEE ACCESS, v.10, pp.53894 - 53908, 2022 |
| Cascaded MPN: Cascaded Moment Proposal Network for Video Corpus Moment Retrieval Yoon, Sunjae; Kim, Dahyun; Kim, Junyeong; Yoo, Chang-Dong, IEEE ACCESS, v.10, pp.64560 - 64568, 2022 |
| Channel Estimation Techniques for RIS-Assisted Communication: Millimeter-Wave and Sub-THz Systems Noh, Song; Lee, Junse; Lee, Gilwon; Seo, Kyungsik; Sung, Youngchul; Yu, Heejung, IEEE VEHICULAR TECHNOLOGY MAGAZINE, v.17, no.2, pp.64 - 73, 2022-06 |
| Comments on "Fractional Extreme Value Adaptive Training Method: Fractional Steepest Descent Approach Wahab, Abdul; Khan, Shujaat, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.31, no.3, pp.1066 - 1068, 2020-03 |
| Compressed Sensing via Measurement-Conditional Generative Models Kim, Kyung-Su; Lee, Jung Hyun; Yang, Eunho, IEEE ACCESS, v.9, pp.155335 - 155352, 2021-11 |
| Continuous Depth Control of Phase-Only Hologram With Depth Embedding Block Ryu, Won Jong; Lee, Jin Su; Won, Yong Hyub, IEEE PHOTONICS JOURNAL, v.14, no.2, 2022-04 |
| ConvAE: A New Channel Autoencoder Based on Convolutional Layers and Residual Connections Ji, Dong Jin; Park, Jinsol; Cho, Dong-Ho, IEEE COMMUNICATIONS LETTERS, v.23, no.10, pp.1769 - 1772, 2019-10 |
| Convolutional Neural Network With Developmental Memory for Continual Learning Park, Gyeongmoon; Yoo, Sahngmin; Kim, Jong-Hwan, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.32, no.6, pp.2691 - 2705, 2021-06 |
| Counterfactually Fair Automatic Speech Recognition Sari, Leda; Hasegawa-Johnson, Mark; Yoo, Chang-Dong, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.29, pp.3515 - 3525, 2021-12 |
| Cross-Informed Domain Adversarial Training for Noise-Robust Wake-Up Word Detection Lim, Hyungjun; Kim, Younggwan; Kim, Hoirin, IEEE SIGNAL PROCESSING LETTERS, v.27, pp.1769 - 1773, 2020-09 |
| CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection Kim, Jung Uk; Kim, Seong Tae; Lee, Hong Joo; Lee, Sangmin; Ro, Yong Man, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.31, no.9, pp.3529 - 3543, 2021-09 |
| D3PointNet: Dual-Level Defect Detection PointNet for Solder Paste Printer in Surface Mount Technology Park, Jin-Man; Yoo, Yong-Ho; Kim, Ue-Hwan; Lee, Dukyoung; Kim, Jong-Hwan, IEEE ACCESS, v.8, pp.140310 - 140322, 2020-07 |
| Deep Audio-visual Speech Recognition Afouras, Triantafyllos; Chung, Joon Son; Senior, Andrew; Vinyals, Oriol; Zisserman, Andrew, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.12, pp.8717 - 8727, 2022-12 |
| Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets Oh, Yujin; Park, Sangjoon; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.39, no.8, pp.2688 - 2700, 2020-08 |
| Deep Neural Network-Based Precoder for Fairness Aware Secure NOMA Scheme Lee, Jinyoung; Yun, Sangseok; Kim, Il-Min; Ha, Jeongseok, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.71, no.5, pp.5615 - 5620, 2022-05 |
| Deep Self-Supervised Diversity Promoting Learning on Hierarchical Hyperspheres for Regularization Kim, Youngsung; Hyun, Yoonsuk; Han, Jae-Joon; Yang, Eunho; Hwang, Sung Ju; Shin, Jinwoo, IEEE ACCESS, v.11, pp.146208 - 146222, 2023 |
| Deep-Learning for Breaking the Trapping Sets in Low-Density Parity-Check Codes Han, Seokju; Oh, Jieun; Oh, Kyungmok; Ha, Jeongseok, IEEE TRANSACTIONS ON COMMUNICATIONS, v.70, no.5, pp.2909 - 2923, 2022-05 |
| Densely Distilled Flow-Based Knowledge Transfer in Teacher-Student Framework for Image Classification Bae, Ji-Hoon; Yeo, Doyeob; Yim, Junho; Kim, Nae-Soo; Pyo, Cheol-Sig; Kim, Junmo, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.5698 - 5710, 2020-04 |
| Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks Gao, Yansong; Kim, Yeonjae; Doan, Bao Gia; Zhang, Zhi; Zhang, Gongxuan; Nepal, Surya; Ranasinghe, Damith C.; et al, IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, v.19, no.4, pp.2349 - 2364, 2022-07 |
| Design of Processing-in-Memory With Triple Computational Path and Sparsity Handling for Energy-Efficient DNN Training Han, Wontak; Heo, Jaehoon; Kim, Junsoo; Lim, Sukbin; Kim, Joo-Young, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.354 - 366, 2022-06 |
| Differentiable Architecture Search Based on Coordinate Descent Ahn, Pyunghwan; Hong, Hyeong Gwon; Kim, Junmo, IEEE ACCESS, v.9, pp.48544 - 48554, 2021-04 |
| Diverse Multiple Trajectory Prediction using a Two-stage Prediction Network trained with Lane Loss Kim, Sanmin; Jeon, Hyeongseok; Choi, Jun Won; Kum, Dongsuk, IEEE ROBOTICS AND AUTOMATION LETTERS, v.8, no.4, pp.2038 - 2045, 2023-04 |
| 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 |
| Drone Elevation Angle Classification Based on Convolutional Neural Network With Micro-Doppler of Multipolarization Kang, Hyunseong; Kim, Byung Kwan; Park, Jun-Sung; Suh, Jun-Seuk; Park, Seong-Ook, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v.19, 2022 |
| ECIM: Exponent Computing in Memory for an Energy-Efficient Heterogeneous Floating-Point DNN Training Processor Lee, Juhyoung; Kim, Jihoon; Jo, Wooyoung; Kim, Sangyeob; Kim, Sangjin; Yoo, Hoi-Jun, IEEE MICRO, v.42, no.1, pp.99 - 107, 2022-01 |
| Empirical Evaluation of Fault Localisation Using Code and Change Metrics Sohn, Joengju; Yoo, Shin, IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, v.47, no.8, pp.1605 - 1625, 2021-08 |
| Energy-Efficient Online Path Planning of Multiple Drones Using Reinforcement Learning Hong, Dooyoung; Lee, Seonhoon; Cho, Young Hoo; Baek, Donkyu; Kim, Jaemin; Chang, Naehyuck, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.70, no.10, pp.9725 - 9740, 2021-10 |
| Engineering Model to Predict Behaviors of Shape Memory Alloy Wire for Vibration Applications Kang, Myung-Koo; Kim, Eun-Ho; Rim, Mi-Sun; Lee, In, CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, v.64, no.3, pp.227 - 249, 2010-08 |
| EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning Kim, Junsoo; Han, Seunghee; Ko, Geonwoo; Kim, Ji-Hoon; Lee, Changha; Kim, Taewoo; Youn, Chan-Hyun; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.59, no.3, pp.830 - 841, 2024-03 |
| Extending Contrastive Learning to Unsupervised Coreset Selection Ju, Jeongwoo; Jung, Heechul; Oh, Yoonju; Kim, Junmo, IEEE ACCESS, v.10, pp.7704 - 7715, 2022 |
| Failure Tolerant Training with Persistent Memory Disaggregation over CXL Kwon, Miryeong; Jang, Junhyeok; Choi, Hanjin; Lee, Sangwon; Jung, Myoungsoo, IEEE MICRO, v.43, no.2, pp.66 - 75, 2023-03 |
| Fast Beam Search and Refinement for Millimeter-Wave Massive MIMO Based on Two-Level Phased Arrays Noh, Song; Song, Jiho; Sung, Youngchul, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.19, no.10, pp.6737 - 6751, 2020-10 |
| FlexBlock: A Flexible DNN Training Accelerator With Multi-Mode Block Floating Point Support Noh, Seock-Hwan; Koo, Jahyun; Lee, Seunghyun; Park, Jongse; Kung, Jaeha, IEEE TRANSACTIONS ON COMPUTERS, v.72, no.9, pp.2522 - 2535, 2023-09 |
| 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 |
| GAMESIT: A gamified system for information technology training Park, Juneyoung; Liu, De; Yi, Mun Yong; Santhanam, Radhika, COMPUTERS & EDUCATION, v.142, 2019-12 |
| Heuristic guidelines for making effective augmented-reality based training instruction = 증강현실 기술기반으로 효과적인 교육훈련을 실현하기 위한 가이드라인의 제시link Yim, Ho-Bin; 임호빈; et al, 한국과학기술원, 2009 |
| High-Order Modulation Based on Deep Neural Network for Physical-Layer Network Coding Park, Jinsol; Ji, Dong Jin; Cho, Dong-Ho, IEEE WIRELESS COMMUNICATIONS LETTERS, v.10, no.6, pp.1173 - 1177, 2021-06 |
| Hindsight Goal Ranking on Replay Buffer for Sparse Reward Environment Luu, Tung M.; Yoo, Chang-Dong, IEEE ACCESS, v.9, pp.51996 - 52007, 2021-04 |
| Hybrid Discriminator With Correlative Autoencoder for Anomaly Detection Lee, Jungeon; Umar Karim Khan, Muhammad; Kyung, Chong-Min, IEEE ACCESS, v.9, pp.49098 - 49109, 2021-04 |
| 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 |
| Inverse Constraint Learning and Generalization by Transferable Reward Decomposition Jang, Jaehwi; Song, Minjae; Park, Daehyung, IEEE ROBOTICS AND AUTOMATION LETTERS, v.9, no.1, pp.279 - 286, 2024-01 |
| Joint Channel Estimation, Training Design, Tx Power Allocation, and Rx Power Splitting for MIMO SWIPT Systems Kim, Byungjo; Kang, Jae-Mo; Kim, Hyung-Myung; Kang, Joonhyuk, IEEE COMMUNICATIONS LETTERS, v.25, no.4, pp.1269 - 1273, 2021-04 |
| Joint Framework for Single Image Reconstruction and Super-Resolution with an Event Camera Wang, Lin; Kim, Tae-Kyun; Yoon, Kuk-Jin, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.11, pp.7657 - 7673, 2022-11 |
| 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 |
| Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks Lin, Wang; Yoon, Kuk-Jin, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.6, pp.3048 - 3068, 2022-06 |
| 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 |
| Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning Park, Sangwoo; Jang, Hyeryung; Simeone, Osvaldo; Kang, Joonhyuk, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.69, pp.226 - 239, 2021-01 |
| Learning to Detect Incongruence in News Headline and Body Text via a Graph Neural Network Yoon, Seunghyun; Park, Kunwoo; Lee, Minwoo; Kim, Taegyun; Cha, Meeyoung; Jung, Kyomin, IEEE ACCESS, v.9, pp.36195 - 36206, 2021-03 |
| 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 |
| Length of Pseudorandom Binary Sequence Required to Train Artificial Neural Network Without Overfitting Kim, Jongwan; Kim, Hoon, IEEE ACCESS, v.9, pp.125358 - 125365, 2021-09 |
| Local Similarity Siamese Network for Urban Land Change Detection on Remote Sensing Images Lee, Haeyun; Lee, Kyungsu; Kim, Jun Hee; Na, Younghwan; Park, Juhum; Choi, Jihwan P.; Hwang, Jae Youn, IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, v.14, pp.4139 - 4149, 2021-05 |
| MCDAL: Maximum Classifier Discrepancy for Active Learning Cho, Jae Won; Kim, Dong-Jin; Jung, Yunjae; Kweon, In So, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.34, no.11, pp.8753 - 8763, 2023-11 |
| Microphone Pair Training for Robust Sound Source Localization With Diverse Array Configurations An, Inkyu; An, Guoyuan; Kim, Taeyoung; Yoon, Sung-eui, IEEE ROBOTICS AND AUTOMATION LETTERS, v.9, no.1, pp.319 - 326, 2024-01 |
| MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion Chung, Hyungjin; Lee, Eun Sun; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.42, no.4, pp.922 - 934, 2023-04 |
| Multiview Variational Deep Learning With Application to Practical Indoor Localization Kim, Minseuk; Han, Dong-Soo; Rhee, June-Koo Kevin, IEEE INTERNET OF THINGS JOURNAL, v.8, no.15, pp.12375 - 12383, 2021-08 |
| OmniDRL: An Energy-Efficient Deep Reinforcement Learning Processor With Dual-Mode Weight Compression and Sparse Weight Transposer Lee, Juhyoung; Kim, Sangyeob; Kim, Sangjin; Jo, Wooyoung; Kim, Ji-Hoon; Han, Donghyeon; Yoo, Hoi-Jun, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.57, no.4, pp.999 - 1012, 2022-04 |
| 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 |
| Perfect Match: Self-Supervised Embeddings for Cross-Modal Retrieval Chung, Soo-Whan; Chung, Joon Son; Kang, Hong-Goo, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v.14, no.3, pp.568 - 576, 2020-03 |
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