Browse by Subject Training
Showing results 1 to 60 of 119
| A 8.81 TFLOPS/W Deep-Reinforcement-Learning Accelerator With Delta-Based Weight Sharing and Block-Mantissa Reconfigurable PE Array An, Sanghyuk; Ryu, Junha; Park, Gwangtae; Yoo, Hoi-Jun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, v.71, no.5, pp.2529 - 2533, 2024-05 |
| 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 model-based framework for the analysis of team communication in nuclear power plants Chung, Yun Hyung; Yoon, Wan Chul; Min, Daihwan, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.94, no.6, pp.1030 - 1040, 2009-06 |
| A Quantitative Team Situation Awareness Measurement Method Considering Technical and Nontechnical Skills of Teams Yim, Ho Bin; Seong, Poong-Hyun, NUCLEAR ENGINEERING AND TECHNOLOGY, v.48, no.1, pp.144 - 152, 2016-02 |
| A Reinforcement Learning Approach for Rebalancing Electric Vehicle Sharing Systems Bogyrbayeva, Aigerim; Jang, Sungwook; Shah, Ankit; Jang, Young Jae; Kwon, Changhyun, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.23, no.7, pp.8704 - 8714, 2022-07 |
| 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 |
| A Simple Framework for Robust Out-of-Distribution Detection Hur, Youngbum; Yang, Eunho; Hwang, Sung Ju, IEEE ACCESS, v.10, pp.23086 - 23097, 2022 |
| Abnormal Event Detection and Localization via Adversarial Event Prediction Yu, Jongmin; Lee, Younkwan; Yow, Kin Choong; Jeon, Moongu; Pedrycz, Witold, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, v.33, no.8, pp.3572 - 3586, 2022-08 |
| Accelerating Deep Reinforcement Learning via Phase-Level Parallelism for Robotics Applications Kim, Yang-Gon; Han, Yunki; Shin, Jaekang; Kim, Jun-Kyum; Kim, Lee-Sup, IEEE COMPUTER ARCHITECTURE LETTERS, v.23, no.1, pp.41 - 44, 2024-01 |
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 |
| AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising Gu, Jawook; Ye, Jong Chul, IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, v.7, pp.73 - 85, 2021-01 |
| 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 |
| Adversarial Confidence Estimation Networks for Robust Stereo Matching Kim, Sunok; Min, Dongbo; Kim, Seungryong; Sohn, Kwanghoon, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.22, no.11, pp.6875 - 6889, 2021-11 |
| 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 |
| 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 |
| Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation Choe, Junsuk; Lee, Seungho; Shim, Hyunjung, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.43, no.12, pp.4256 - 4271, 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 |
| 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 |
| COOL-NPU: Complementary Online Learning Neural Processing Unit Kim, Sangyeob; Kim, Soyeon; Hong, Seongyon; Kim, Sangjin; Choi, Jiwon; Han, Donghyeon; Yoo, Hoi-Jun, IEEE MICRO, v.44, no.1, pp.28 - 37, 2024-01 |
| 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, 2023-12 |
| 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 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 |
Discover
Type
Open Access
Date issued
- 33,675 2020 - 2024
- 100,079 2010 - 2019
- 75,675 2000 - 2009
- 44,727 1990 - 1999
- 14,360 1980 - 1989
- 62 1964 - 1969