Junmo Kim
Orcid: 0000-0002-7174-7932Affiliations:
- Korea Advanced Institute of Science and Technology, KAIST, School of Electrical Engineering, Korea
According to our database1,
Junmo Kim
authored at least 185 papers
between 2008 and 2024.
Collaborative distances:
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Bibliography
2024
Trans. Mach. Learn. Res., 2024
AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation.
Knowl. Based Syst., 2024
ContextMix: A context-aware data augmentation method for industrial visual inspection systems.
Eng. Appl. Artif. Intell., 2024
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-Tuning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Stereo-Matching Knowledge Distilled Monocular Depth Estimation Filtered by Multiple Disparity Consistency.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Modeling Stereo-Confidence out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Foreseeing Reconstruction Quality of Gradient Inversion: An Optimization Perspective.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Multi-scale foreground-background separation for light field depth estimation with deep convolutional networks.
Pattern Recognit. Lett., 2023
Inspecting Explainability of Transformer Models with Additional Statistical Information.
CoRR, 2023
CoRR, 2023
I See-Through You: A Framework for Removing Foreground Occlusion in Both Sparse and Dense Light Field Images.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Multi-Class Image Classification.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Spatiotemporal Augmentation on Selective Frequencies for Video Representation Learning.
CoRR, 2022
CoRR, 2022
IEEE Access, 2022
IEEE Access, 2022
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Noisy Label Classification Using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning.
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Multi-Scaled and Densely Connected Locally Convolutional Layers for Depth Completion.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022
Enhanced Prototypical Learning for Unsupervised Domain Adaptation in LiDAR Semantic Segmentation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
Closing the Loophole: Rethinking Reconstruction Attacks in Federated Learning from a Privacy Standpoint.
Proceedings of the Annual Computer Security Applications Conference, 2022
2021
IEEE Robotics Autom. Lett., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Cut-and-Paste Dataset Generation for Balancing Domain Gaps in Object Instance Detection.
IEEE Access, 2021
IEEE Access, 2021
SAR Image Generation of Ground Targets for Automatic Target Recognition Using Indirect Information.
IEEE Access, 2021
Occlusion Handling by Successively Excluding Foregrounds for Light Field Depth Estimation Based on Foreground-Background Separation.
IEEE Access, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Densely Distilled Flow-Based Knowledge Transfer in Teacher-Student Framework for Image Classification.
IEEE Trans. Image Process., 2020
Automatic Recognition of Children Engagement from Facial Video Using Convolutional Neural Networks.
IEEE Trans. Affect. Comput., 2020
IEEE Access, 2020
IEEE Access, 2020
Deep Architecture With Cross Guidance Between Single Image and Sparse LiDAR Data for Depth Completion.
IEEE Access, 2020
IEEE Access, 2020
IEEE Access, 2020
Survival prediction of liver cancer patients from CT images using deep learning and radiomic feature-based regression.
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
J. Signal Process. Syst., 2019
IEEE Trans. Circuits Syst. Video Technol., 2019
Refining background subtraction using consistent motion detection in adverse weather.
J. Electronic Imaging, 2019
RRNet: Repetition-Reduction Network for Energy Efficient Decoder of Depth Estimation.
CoRR, 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Treatment Response Prediction of Hepatocellular Carcinoma Patients from Abdominal CT Images with Deep Convolutional Neural Networks.
Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Unified Simultaneous Clustering and Feature Selection for Unlabeled and Labeled Data.
IEEE Trans. Neural Networks Learn. Syst., 2018
Deep Facial Age Estimation Using Conditional Multitask Learning With Weak Label Expansion.
IEEE Signal Process. Lett., 2018
Computationally Efficient Automatic Coast Mode Target Tracking Based on Occlusion Awareness in Infrared Images.
Sensors, 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Multim. Tools Appl., 2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Regularizing Feature Distribution Using Sliced Wasserstein Distance for Semi-supervised Learning.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2018
BCD-NET: A novel method for cartilage segmentation of knee MRI via deep segmentation networks with bone-cartilage-complex modeling.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Sequential Knowledge Transfer in Teacher-Student Framework Using Densely Distilled Flow-Based Information.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Signal Process. Lett., 2017
Sequential Convex Programming for Computing Information-Theoretic Minimal Partitions: Nonconvex Nonsmooth Optimization.
SIAM J. Imaging Sci., 2017
Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models.
CoRR, 2017
Why Do Deep Neural Networks Still Not Recognize These Images?: A Qualitative Analysis on Failure Cases of ImageNet Classification.
CoRR, 2017
Proceedings of the 14th International Conference on Ubiquitous Robots and Ambient Intelligence, 2017
Proceedings of the Robot Intelligence Technology and Applications 5, 2017
Improved InfoGAN: Generating High Quality Images with Learning Disentangled Representation.
Proceedings of the Robot Intelligence Technology and Applications 5, 2017
Proceedings of the Robot Intelligence Technology and Applications 5, 2017
Proceedings of the Robot Intelligence Technology and Applications 5, 2017
Cephalometric landmark detection in dental x-ray images using convolutional neural networks.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Contextual convolutional neural networks for lung nodule classification using Gaussian-weighted average image patches.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017
Detection and segmentation of small renal masses in contrast-enhanced CT images using texture and context feature classification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Salient Region Detection via High-Dimensional Color Transform and Local Spatial Support.
IEEE Trans. Image Process., 2016
Multi-atlas segmentation of the cartilage in knee MR images with sequential volume- and bone-mask-based registrations.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Plankton classification on imbalanced large scale database via convolutional neural networks with transfer learning.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the IEEE International Conference on Consumer Electronics, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Segmentation of Overlapping Cervical Cells in Microscopic Images with Superpixel Partitioning and Cell-Wise Contour Refinement.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
IEEE Trans. Image Process., 2015
IEEE Signal Process. Lett., 2015
Pattern Recognit., 2015
CoRR, 2015
Proceedings of the Robot Intelligence Technology and Applications 4, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the IEEE International Conference on Consumer Electronics, 2015
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Segmentation of anterior cruciate ligament in knee MR images using graph cuts with patient-specific shape constraints and label refinement.
Comput. Biol. Medicine, 2014
Proceedings of the Robot Intelligence Technology and Applications 3, 2014
Proceedings of the Robot Intelligence Technology and Applications 3, 2014
Randomized decision bush: Combining global shape parameters and local scalable descriptors for human body parts recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Sequential Convex Relaxation for Mutual Information-Based Unsupervised Figure-Ground Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
A Convex Relaxation of the Ambrosio-Tortorelli Elliptic Functionals for the Mumford-Shah Functional.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
Proceedings of the Three-Dimensional Image Processing, 2014
2013
Proceedings of the Robot Intelligence Technology and Applications 2, 2013
Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
High-definition video-based multi-channel top-view vehicle surrounding monitoring system for mobile navigation devices.
Proceedings of the IEEE International Conference on Consumer Electronics, 2013
Proceedings of the IEEE International Conference on Consumer Electronics, 2013
2012
IEEE Trans. Commun., 2012
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Pattern Recognition, 2012
Anterior Cruciate Ligament Segmentation from Knee MR Images Using Graph Cuts with Geometric and Probabilistic Shape Constraints.
Proceedings of the Computer Vision, 2012
2011
Face Recognition System Using Multiple Face Model of Hybrid Fourier Feature Under Uncontrolled Illumination Variation.
IEEE Trans. Image Process., 2011
Face recognition system using Extended Curvature Gabor classifier bunch for low-resolution face image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Rate Enhancement for the Gaussian Z-Interference Channel with Transmitter Cooperation.
IEEE Commun. Lett., 2010
Proceedings of the Global Communications Conference, 2010
2009
Proceedings of the International Conference on Image Processing, 2009
2008
EURASIP J. Wirel. Commun. Netw., 2008