Browse "EE-Journal Papers(저널논문)" by Subject Training
Showing results 1 to 60 of 63
| A Deep Neural Network Training Architecture with Inference-aware Heterogeneous Data-type Choi, Seungkyu; Shin, Jaekang; Kim, Lee-Sup, IEEE TRANSACTIONS ON COMPUTERS, v.71, no.5, pp.1216 - 1229, 2022-05 |
| A Self-Attention-Based I/Q Imbalance Estimator for Beyond 5G Communication Systems Noh, Sangmi; Ji, Dong Jin; Cho, Dong-Ho, IEEE COMMUNICATIONS LETTERS, v.25, no.10, pp.3262 - 3266, 2021-10 |
Accelerating Distributed SGD With Group Hybrid Parallelism Joo, Kyung-No; Youn, Chan-Hyun, IEEE ACCESS, v.9, pp.52601 - 52618, 2021-03 |
| ACP plus plus : Action Co-Occurrence Priors for Human-Object Interaction Detection Kim, Dong-Jin; Sun, Xiao; Choi, Jinsoo; Lin, Stephen; Kweon, In So, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.30, pp.9150 - 9163, 2021 |
| 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 |
| Advancing Adversarial Training by Injecting Booster Signal Lee, Hong Joo; Yu, Youngjoon; Ro, Yong Man, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, pp.1 - 13, 2023-04 |
| Adversarially Robust Hyperspectral Image Classification via Random Spectral Sampling and Spectral Shape Encoding Park, Sungjune; Lee, Hong Joo; Ro, Yong Man, IEEE ACCESS, v.9, pp.66791 - 66804, 2021-04 |
| 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 |
| An Alternating Training Method of Attention-Based Adapters for Visual Explanation of Multi-Domain Satellite Images Kim, Heejae; Lee, KyungChae; LEE, Changha; Sanghyun Hwang; Youn, Chan-Hyun, IEEE ACCESS, v.9, pp.62232 - 62346, 2021-04 |
| An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations Kang, Sanghoon; Park, Gwangtae; Kim, Sangjin; Kim, Soyeon; Han, Donghyeon; Yoo, Hoi-Jun, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.11, no.4, pp.634 - 648, 2021-12 |
| Augmentation Adversarial Training for Self-Supervised Speaker Representation Learning Kang, Jingu; Huh, Jaesung; Heo, Hee Soo; Chung, Joon Son, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, v.16, no.6, pp.1253 - 1262, 2022-10 |
| 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 |
| 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 |
| 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 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-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 |
| Defending Video Recognition Model against Adversarial Perturbations via Defense Patterns Lee, Hong Joo; Ro, Yong Man, IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, v.21, pp.4110 - 4121, 2024-07 |
| 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 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 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 |
| 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 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 |
| 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 |
| 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 |
| 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 |
| Practical Channel Estimation and Phase Shift Design for Intelligent Reflecting Surface Empowered MIMO Systems Kim, Sucheol; Lee, Hyeongtaek; Cha, Jihoon; Kim, Sung-Jin; Park, Jaeyong; Choi, Junil, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.21, no.8, pp.6226 - 6241, 2022-08 |
| 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 |
| S3: A Spectral-Spatial Structure Loss for Pan-Sharpening Networks Choi, Jae-Seok; Kim, Yongwoo; Kim, Munchurl, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v.17, no.5, pp.829 - 833, 2020-05 |
| Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation Lee, Jaehyup; Kim, Hyun-Ho; Seo, Doochun; Kim, Munchurl, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, v.21, pp.1 - 5, 2024-01 |
| Self-Supervised Deep Monocular Depth Estimation With Ambiguity Boosting Bello, Juan Luis Gonzalez; Kim, Munchurl, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.12, pp.9131 - 9149, 2022-12 |
| Sequence-to-Sequence Emotional Voice Conversion With Strength Control Choi, Heejin; Hahn, Minsoo, IEEE ACCESS, v.9, pp.42674 - 42687, 2021-03 |
| Speech Reconstruction with Reminiscent Sound via Visual Voice Memory Hong, Joanna; Kim, Minsu; Park, Se Jin; Ro, Yong Man, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, v.29, pp.3654 - 3667, 2021-11 |
| Training signal design for sparse channel estimation in intelligent reflecting surface-assisted millimeter-wave communication Noh, Song; Yu, Heejung; Sung, Youngchul, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.21, no.4, pp.2399 - 2413, 2022-04 |
| Transformer Network-Based Reinforcement Learning Method for Power Distribution Network (PDN) Optimization of High Bandwidth Memory (HBM) Park, Hyunwook; Kim, Minsu; Kim, Seongguk; Kim, Keunwoo; Kim, Haeyeon; Shin, Taein; Son, Keeyoung; et al, IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, v.70, no.11, pp.4772 - 4786, 2022-11 |
| Transformer-Based Synthetic-to-Measured SAR Image Translation via Learning of Representational Features Youk, Geunhyuk; Kim, Munchurl, IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v.61, pp.5206318 - 5206318, 2023-04 |
| TSUNAMI: Triple Sparsity-Aware Ultra Energy-Efficient Neural Network Training Accelerator With Multi-Modal Iterative Pruning Kim, Sangyeob; Lee, Juhyoung; Kang, Sanghoon; Han, Donghyeon; Jo, Wooyoung; Yoo, Hoi-Jun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.69, no.4, pp.1494 - 1506, 2022-04 |
| Understanding the Implication of Non-Volatile Memory for Large-Scale Graph Neural Network Training Lee, Yunjae; Kwon, Youngeun; Rhu, Minsoo, IEEE COMPUTER ARCHITECTURE LETTERS, v.20, no.2, pp.118 - 121, 2021-07 |
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