Jungsoo Lee

Orcid: 0000-0001-9439-0166

According to our database1, Jungsoo Lee authored at least 36 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Improving Scene Text Recognition for Character-Level Long-Tailed Distribution.
CoRR, 2023

Deep Imbalanced Time-Series Forecasting via Local Discrepancy Density.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

A Study on Few-shot Object Detection for Warships Based on Data Generation Using Image Outpainting.
Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CAFA: Class-Aware Feature Alignment for Test-Time Adaptation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Revisiting the Importance of Amplifying Bias for Debiasing.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
DebiasBench: Benchmark for Fair Comparison of Debiasing in Image Classification.
CoRR, 2022

CAFA: Class-Aware Feature Alignment for Test-Time Adaptation.
CoRR, 2022

BiasEnsemble: Revisiting the Importance of Amplifying Bias for Debiasing.
CoRR, 2022

DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation.
Proceedings of the 24th Eurographics Conference on Visualization, 2022

Band selection techniques using discrete ranges and maxpooling operations for hyperspectral image pixel classification.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

A Study on NeRF-based Synthetic Image Generation and Post-processing Method for Object Detection.
Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021
Understanding Human-side Impact of Sampling Image Batches in Subjective Attribute Labeling.
Proc. ACM Hum. Comput. Interact., 2021

OptoNet II: An Advanced MATLAB-Based Toolbox for Functional Cortical Connectivity Analysis With Surrogate Tests Using fNIRS.
IEEE Access, 2021

Learning Debiased Representation via Disentangled Feature Augmentation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On Constructing Vessel Dataset Structure Using GAN-based Data Augmentation.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

A Study on the Improvement of Fine-grained Ship Classification through Data Augmentation Using Generative Adversarial Networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

A Study on American Football Player Tracking Based on Video Through Deep Learning and GPS Convergence.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

A study on the application of knowledge distillation in ship type classification model development.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Multi-object tracking system using dissimilar apparatus in video sequence.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

A Comparative Study on the Maritime Object Detection Performance of Deep Learning Models.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

A Study on Sports Player Tracking based on Video using Deep Learning.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

A Study on the Identification of Warship Type/Class by Measuring Similarity with Virtual Warship.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

A Study on the Composition of Image-Based Ship-type/class Identification System.
Proceedings of the 22nd International Conference on Advanced Communication Technology, 2020

2018
Basketball event recognition technique using Deterministic Finite Automata(DFA).
Proceedings of the 20th International Conference on Advanced Communication Technology, 2018

3D convolutional neural networks for soccer object motion recognition.
Proceedings of the 20th International Conference on Advanced Communication Technology, 2018

2017
Soccer Event Recognition Technique based on Pattern Matching.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017

2013
'MoleBot': An Organic User-Interface-Based Robot That Provides Users with Richer Kinetic Interactions.
Interact. Comput., 2013

Divide et impera: Acceleration of DTI tractography using multi-GPU parallel processing.
Int. J. Imaging Syst. Technol., 2013

2012
MoleBot: a robotic creature based on physical transformability.
Proceedings of the Virtual Reality International Conference, 2012

2011
MoleBot: mole in a table.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

2006
Hierarchical Blur Identification from Severely Out-of-Focus Images.
Proceedings of the Advances in Image and Video Technology, First Pacific Rim Symposium, 2006

2005
Multi-object Digital Auto-focusing Using Image Fusion.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005


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