International Journal
2024
44. Robust Airway Generation Labeling with Airway Segmentation for Reliable Airway Assessment
- Mincheol Song, Jung Uk Kim (KAIST)
- IEEE Access, 2024
43. When Meta-Learning Meets Online and Continual Leanring: A Survey
- Suchan Lee, Gunhee Kim (Seoul National University)
- IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
42. The Identification of minor impact collisions in a long video for detecting property damages caused by fleeing vehicles using 3D convolutional neural network
- Inwoo Hwang, Yonggu Lee (KAIST)
- Journal of Computational Design and Engineering, 2024
41. A Two-step Controller for Vision-based Autonomous Landing of a Multirotor with a Gimbal Camera
- Sangbaek Yoo, Dongui Chang (KAIST)
- Drones, 2024
40. Integrating Language-Derived Appearance Elements with Visual Cues in Pedestrian Detection
- Sung-june Park, Hyeonjun Kim (KAIST)
- IEEE Transactions on Circuit and Systems for Video Technology, 2024
39. The Identification of minor impact collisions in a long video for detecting property damages caused by fleeing vehicles using 3D convolutional neural network
- Inwoo Hwang, Yong-Gu Lee (KAIST)
- Journal of Computational Design and Engineering, 2024
38. Towards Understanding Dual BN in Hybrid Adversarial Training
- Chenshuang Zhang, Chaoning Zhang, Kang Zhang, Axi Niu, Junmo Kim, In So Kweon (KAIST)
- IEEE Transactions on Machine Learning Research, 2024
37. Causal Localization Network for Radar Human Localization in micro-Doppler signature
- Sunjae Yoon, Gwanhyeong Koo, Jun Yeop Shim, Soohwan Eom, Ji Woo Hong, Chang Dong Yoo (KAIST)
- IEEE Access, 2024
36. Towards Understanding Dual BN In Hybrid Adversarial Training
- Chenshuang Zhang, Chaoning Zhang, Kang Zhang, Axi Niu, Junmo Kim, In So Kweon (KAIST)
- IEEE Transactions on Machine Learning Research, 2024
35. The Identification of minor impact collisions in a long video for detecting property damages caused by fleeing vehicles using 3D convolutional neural network
- Inwoo Hwang, Yong-Gu Lee (GIST)
- Journal of Computational Design and Engineering, 2024
2023
34. The StarCraft Multi-Agent Exploration Challenges: Learning Multi-Stage Tasks and Environmental Factors Without Precise Reward Functions
- Mingyu Kim; Jihwan Oh; Yongsik Lee; Joonkee Kim; Seonghwan Kim; Song Chong; Seyoung Yun (KAIST)
- IEEE Access, 2023
33. Federated Split Learning with Joint Personalization-Generalization for Inference- Stage Optimization in Wireless Edge Networks
- Dong-Jun Han, Do-Yeon Kim, Minseok Choi, David Nickel, Mung Chiang, Christopher G. Brinton, Jaekyun Moon (KAIST)
- IEEE Transactions on Mobile Computing, 2023
32. Improving Low-Latency Predictions in Multi-Exit Neural Networks via Block-Dependent Losses
- Dong-Jun Han , Jungwuk Park , Seokil Ham , Namjin Lee, and Jaekyun Moon (KAIST)
- IEEE Transactions on Neural Networks and Learning Systems, 2023
31. Unsupervised Video Anomaly Detection Based on Similarity with Predefined Text Descriptions
- Jaehyun Kim, Seongwook Yoon, Taehyeon Choi and Sanghoon Sull (Korea University)
- MDPI Sensors, 2023
30. Cross-Modal Alignment and Translation for Missing Modality Action Recognition
- Yeonju Park, Sangmin Woo, Sumin Lee, Muhammad Adi Nugroho, Changick Kim (KAIST)
- Computer Vision and Image Understanding, 2023
29. Defending Video Recognition Model against Adversarial Perturbations via Defense Patterns
- Hong Joo Lee, Yong Man Ro (KAIST)
- IEEE Dependable and Secure Computing, 2023
28. Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning
- Hong Joo Lee, Yong Man Ro (KAIST)
- IEEE Transactions on Information Forensics and Security, 2023
27. Stereoscopic Vision Recalling Memory for Monocular 3D Object Detection
- Jung Uk Kim, Hyung-Il Kim, Yong Man Ro (KAIST)
- IEEE Transactions on Image Processing, 2023
26. Advancing Adversarial Training by Injecting Booster Signal
- Hong Joo Lee, Youngjoon Yu, Yong Man Ro (KAIST)
- IEEE Transactions on Neural Network and System, 2023
25. DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement
- Dongheon Lee , Dayun Choi , Jung-Woo Choi (KAIST)
- IEEE Signal Processing Letters, 2023
2022
24. Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame
- Youngjoon Yu*, Hong Joo Lee*, Hakmin Lee, and Yong Man Ro (KAIST)
- IEEE Transactions on Image Processing (IEEE TIP), 2022
23. Attentional Feature Pyramid Network for Small Object Detection
- Kyungseo Min, Gun-Hee Lee, Seong-Whan Lee (Korea University)
- Neural Networks, 2022
22. MCDAL: Maximum Classifier Discrepancy for Active Learning
- Jae Won Cho, Dong-Jin Kim, Yunjae Jung, and In So Kweon (KAIST)
- IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2022
21. 2PESNet: Towards online processing of temporal action localization
- Young Hwi Kim, Seonghyeon Nam, and Seon Joo Kim (Yonsei University)
- Pattern Recognition, 2022
20. Human Interaction Recognition Framework based on Interacting Body Part Attention
- Dong-GyuLee and Seong-Whan Lee (Kyungpook National University, Korea University)
- Pattern Recognition, 2022
19. Contrastive Accelerometer-Gyroscope Embedding Model for Human Activity Recognition
- Inyong Koo, Yeonju Park, Minki Jeong, and Changick Kim (KAIST)
- IEEE Sensors, 2022
18. Two-Step Joint Optimization with Auxiliary Loss Function for Noise-Robust Automatic Speech Recognition
- Geon Woo Lee and Hong Kook Kim (GIST)
- MDPI Sensors, 2022
17. Calibration of Few-Shot Classification Tasks: Mitigating Misconfidence From Distribution Mismatch
- Sungnyun Kim and Se-Young Yun (KAIST)
- IEEE Access, 2022
16. Revisiting Orthogonality Regularization: A Study for Convolutional Neural Networks in Image Classification
- Taehyeon Kim and Se-Young Yun (KAIST)
- IEEE Access, 2022
15. Globally convergent observer for the rigid body system on SE(3) in presence of intermittent measurements
- Soham Shanbhag, Dong Eui Chang (KAIST)
- IEEE Access, 2022
14. Multispectral interaction convolutional neural network for pedestrian detection
- Junhwan Ryu, Jongchan Kim, Heegon Kim, Sungho Kim (Yeungnam University)
- Computervision and Image Understanding (CVIU), 2022
13. Beyond Homography: Nonparametric Image Alignment via Graph Convolutional Networks
- Mijeong Kim and Bohyung Han (Seoul National University)
- Machine Vision and Application, 2022
12. Single-Image Depth Estimation Using Relative Depths
- Jae-Han Lee and Chang-Su Kim (Korea University)
- Journal of Visual Communication and Image Representation, 2022
2021
11. Distributed Associative Memory Network with Memory Refreshing Loss
- Taewon Park, Inchul Choi, and Minho Lee (Kyungpook National University)
- Neural Networks, 2021
10. Uncertainty-Guided Cross-Modal Learning for Robust Multispectral Pedestrian Detection
- Jung Uk Kim, Sungjune Park, and Yong Man Ro (KAIST)
- IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2021
9. PeaceGAN: A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier
- Jihyong Oh and Mulchurl Kim (KAIST)
- IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2021
8. MS-UDA: Multi-Spectral Unsupervised Domain Adaptation for Thermal Image Semantic Segmentation
- Yeong-Hyeon Kim, Ukcheol Shin, Jinsun Park, and In So Kweon (KAIST)
- IEEE Robotics and Automation Letters (RA-L), 2021
7. The Adaptive Dynamic Programming Toolbox
- Xiaowei Xing, and Dong Eui Chang (KAIST)
- MDPI Sensors, 2021
6. Differentiable Architecture Search Based on Coordinate Descent
- Pyunghwan Ahn, Hyeong Gwon Hong, and Junmo Kim (KAIST)
- IEEE Access, 2021
5. Adversarially Robust Hyperspectral Image Classification via Random Spectral Sampling and Spectral Shape Encoding
- Sungjune Park, Hong Joo Lee, and Yong Man Ro (KAIST)
- IEEE Access, 2021
4. Accent for Visible and Infrared Registration (AVIR): Attention Block for Increasing Patch Matching Rate Through Edge Emphasis
- Inho Park, Jongmin Jeong, and Sungho Kim (Yeungnam University)
- IEEE Access, 2021
3. Gradient Masking of Label Smoothing in Adversarial Robustness
- Hyungyu Lee, Ho Bae, Sungroh Yoon (Seoul National University)
- IEEE Access, 2021
2020
2. Globally Exponentially Convergent Continuous Observers for Velocity Bias and State for Invariant Kinematic Systems on Matrix Lie Groups
- Dong Eui Chang (KAIST)
- IEEE Transactions on Automatic Control (IEEE TAC), 2020
1. CUA: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection
- Jung Uk Kim, Seong Tae Kim, Hong Joo Lee, Sangmin Lee, and Yong Man Ro (KAIST)
- IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2020
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