Showing results 1 to 53 of 53
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents Kim, Ue-Hwan; Park, Jin-Man; Song, Taek-Jin; Kim, Jong-Hwan, IEEE TRANSACTIONS ON CYBERNETICS, v.50, no.12, pp.4921 - 4933, 2020-12 |
A Large-Scale Virtual Dataset and Egocentric Localization for Disaster Responses Jeon, Hae-Gon; Im, Sunghoon; Lee, Byeong-Uk; Rameau, Francois; Choi, Dong-Geol; Oh, Jean; Kweon, In So; et al, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.6, pp.6766 - 6782, 2023-06 |
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 |
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 |
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 |
BMAN: Bidirectional Multi-scale Aggregation Networks for Abnormal Event Detection Lee, Sangmin; Kim, Hak Gu; Ro, Yong Man, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.29, pp.2395 - 2408, 2020-02 |
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 |
Characterization and Analysis of Deep Learning for 3D Point Cloud Analytics Hyun, Bongjoon; Lee, Jiwon; Rhu, Minsoo, IEEE COMPUTER ARCHITECTURE LETTERS, v.20, no.2, pp.106 - 109, 2021-07 |
Cocktail Glass Network: Fast Depth Estimation Using Channel to Space Unrolling![]() Yu, Jung-Jae; Ko, Jong-Gook; Kim, Junmo, IEEE ACCESS, v.9, pp.114680 - 114689, 2021 |
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 |
Contrastive Accelerometer-Gyroscope Embedding Model for Human Activity Recognition Koo, Inyong; Park, Yeonju; Jeong, Minki; Kim, Changick, IEEE SENSORS JOURNAL, v.23, no.1, pp.506 - 513, 2023-01 |
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 |
Cooperative Scheduling Schemes for Explainable DNN Acceleration in Satellite Image Analysis and Retraining Kim, Woojoong; Youn, Chan-Hyun, IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, v.33, no.7, pp.1605 - 1618, 2022-07 |
CoSMoS: Cooperative Sky-Ground Mobile Edge Computing System Joo, Sihyung; Kang, Honggu; Kang, Joonhyuk, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.70, no.8, pp.8373 - 8377, 2021-08 |
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 |
Dense Pixel-Level Interpretation of Dynamic Scenes With Video Panoptic Segmentation Kim, Dahun; Woo, Sanghyun; Lee, Joon-Young; Kweon, In So, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.31, pp.5383 - 5395, 2022 |
Dense Relational Image Captioning via Multi-Task Triple-Stream Networks Kim, Dong-Jin; Oh, Tae-Hyun; Choi, Jinsoo; Kweon, In So, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.11, pp.7348 - 7362, 2022-11 |
Differentiable Architecture Search Based on Coordinate Descent![]() Ahn, Pyunghwan; Hong, Hyeong Gwon; Kim, Junmo, IEEE ACCESS, v.9, pp.48544 - 48554, 2021-04 |
DimCL: Dimensional Contrastive Learning for Improving Self-Supervised Learning Nguyen, Thanh; Pham, Trung Xuan; Zhang, Chaoning; Luu, Tung M.; Vu, Thang; Yoo, Chang-Dong, IEEE ACCESS, v.11, pp.21534 - 21545, 2023 |
End-to-End Real-Time Obstacle Detection Network for Safe Self-Driving via Multi-Task Learning Song, Taek-Jin; Jeong, Jongoh; Kim, Jong-Hwan, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, v.23, no.9, pp.16318 - 16329, 2022-09 |
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 |
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 |
Incentive-Based Coded Distributed Computing Management for Latency Reduction in IoT Services-A Game Theoretic Approach Kim, Nakyoung; Kim, Daejin; Lee, Joohyung; Niyato, Dusit; Choi, Jun Kyun, IEEE INTERNET OF THINGS JOURNAL, v.8, no.10, pp.8259 - 8278, 2021-05 |
Integrating Multiple Receptive Fields Through Grouped Active Convolution Jeon, Yunho; Kim, Junmo, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.43, no.11, pp.3892 - 3903, 2021-11 |
Joint Path Alignment Framework for 3D Human Pose and Shape Estimation From Video Hong, Ji Woo; Yoon, Sunjae; Kim, Junyeong; Yoo, Chang-Dong, IEEE ACCESS, v.11, pp.43267 - 43275, 2023 |
Learning Flexible and Fair Data Representations Usama, Muhammad; Chang, Dong Eui, IEEE ACCESS, v.10, pp.99235 - 99242, 2022-09 |
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 Discriminate Information for Online Action Detection: Analysis and Application Lee, Sumin; Eun, Hyunjun; Moon, Jinyoung; Choi, Seokeon; Kim, Yoonhyung; Jung, Chanho; Kim, Changick, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.5, pp.5918 - 5934, 2023-05 |
Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications![]() Senocak, Arda; Oh, Tae-Hyun; Kim, Junsik; Yang, Ming-Hsuan; Kweon, In-So, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.43, no.5, pp.1605 - 1619, 2021-05 |
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 |
Learning-Based Automation of Robotic Assembly for Smart Manufacturing![]() Ji, Sanghoon; Lee, Sukhan; Yoo, Sujeong; Suh, Ilhong; Kwon, Inso; Park, Frank C.; Lee, Sanghyoung; et al, PROCEEDINGS OF THE IEEE, v.109, no.4, pp.423 - 440, 2021-04 |
Leveraging Contextual Information for Monocular Depth Estimation![]() Kim, Doyeon; Lee, Sihaeng; Lee, Janghyeon; Kim, Junmo, IEEE ACCESS, v.8, pp.147808 - 147817, 2020-08 |
Lightweight and Effective Facial Landmark Detection using Adversarial Learning with Face Geometric Map Generative Network Lee, Hong Joo; Kim, Seong Tae; Lee, Hakmin; Ro, Yong Man, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.30, no.3, pp.771 - 780, 2020-03 |
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 |
MS2Net: Multi-Scale and Multi-Stage Feature Fusion for Blurred Image Super-Resolution Niu, Axi; Zhu, Yu; Zhang, Chaoning; Sun, Jinqiu; Wang, Pei; Kweon, In So; Zhang, Yanning, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.32, no.8, pp.5137 - 5150, 2022-08 |
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 |
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 |
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 |
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 |
PreGNN: Hardware Acceleration to Take Preprocessing Off the Critical Path in Graph Neural Networks Gouk, Donghyun; Kang, Seungkwan; Kwon, Miryeong; Jang, Junhyeok; Choi, Hyunkyu; Lee, Sangwon; Jung, Myoungsoo, IEEE COMPUTER ARCHITECTURE LETTERS, v.21, no.2, pp.117 - 120, 2022-07 |
Recursive Visual Explanations Mediation Scheme Based on DropAttention Model With Multiple Episodes Pool Jeon, Minsu; Kim, Taewoo; Kim, Seonghwan; Lee, Changha; Youn, Chan-Hyun, IEEE ACCESS, v.11, pp.4306 - 4321, 2023 |
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 |
SPAM-Net: A CNN-based SAR Target Recognition Network with Pose Angle Marginalization Learning Oh, Jihyong; Youm, Gwang-Young; Kim, Munchurl, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.31, no.2, pp.701 - 714, 2021-02 |
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 |
SR-EM: Episodic Memory Aware of Semantic Relations Based on Hierarchical Clustering Resonance Network Choi, Jae-Woo; Park, Gyeong-Moon; Kim, Jong-Hwan, IEEE TRANSACTIONS ON CYBERNETICS, v.52, no.10, pp.10339 - 10351, 2022-10 |
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 |
Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection Kim, Jung Uk; Park, Sungjune; Ro, Yong Man, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.32, no.3, pp.1510 - 1523, 2022-03 |
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 |
Worker Assignment for Multiple Masters to Speed Up Coded Distributed Computing in Heterogeneous Clusters Kim, Daejin; Park, Hyegyeong; Niyato, Dusit; Choi, Junkyun, IEEE TRANSACTIONS ON SERVICES COMPUTING, v.16, no.3, pp.2283 - 2298, 2023-05 |
X-MAS: Extremely Large-Scale Multi-Modal Sensor Dataset for Outdoor Surveillance in Real Environments Noh, DongKi; Sung, Changki; Uhm, Teayoung; Lee, WooJu; Lim, Hyungtae; Choi, Jaeseok; Lee, Kyuewang; et al, IEEE ROBOTICS AND AUTOMATION LETTERS, v.8, no.2, pp.1093 - 1100, 2023-02 |
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