Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning
Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Observations on K-image Expansion of Image-Mixing Augmentation
Jeong, Joonhyun, Cha, Sungmin, Choi, Jongwon, Yun, Sangdoo, Moon, Taesup, Yoo, Youngjoon
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
Two-stage online inference model for traffic pattern analysis and anomaly detection
Jeong, Hawook, Yoo, Youngjoon, Yi, Kwang Moo, Choi, Jin Young
Published in Machine vision and applications (01.08.2014)
Published in Machine vision and applications (01.08.2014)
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Journal Article
Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold
Youngjoon Yoo, Sangdoo Yun, Hyung Jin Chang, Demiris, Yiannis, Jin Young Choi
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Visual Path Prediction in Complex Scenes with Crowded Moving Objects
Youngjoon Yoo, Kimin Yun, Sangdoo Yun, Jonghee Hong, Hawook Jeong, Jin Young Choi
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
Published in 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2016)
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Conference Proceeding
Transfer Learning of Motion Patterns in Traffic Scene via Convex Optimization
YoungJoon Yoo, Hawook Jeong, Soo Wan Kim, Jin Young Choi
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
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Conference Proceeding
CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features
Yun, Sangdoo, Han, Dongyoon, Chun, Sanghyuk, Oh, Seong Joon, Yoo, Youngjoon, Choe, Junsuk
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Rainbow Memory: Continual Learning with a Memory of Diverse Samples
Bang, Jihwan, Kim, Heesu, Yoo, YoungJoon, Ha, Jung-Woo, Choi, Jonghyun
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Action-Driven Visual Object Tracking With Deep Reinforcement Learning
Yun, Sangdoo, Choi, Jongwon, Yoo, Youngjoon, Yun, Kimin, Choi, Jin Young
Published in IEEE transaction on neural networks and learning systems (01.06.2018)
Published in IEEE transaction on neural networks and learning systems (01.06.2018)
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Journal Article
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement
Kim, Beomyoung, Yoo, Youngjoon, Rhee, Chae Eun, Kim, Junmo
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space
Lim, Jongin, Yoo, Youngjoon, Heo, Byeongho, Choi, Jin Young
Published in Pattern recognition letters (01.09.2018)
Published in Pattern recognition letters (01.09.2018)
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Journal Article
Rethinking Channel Dimensions for Efficient Model Design
Han, Dongyoon, Yun, Sangdoo, Heo, Byeongho, Yoo, YoungJoon
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations
Cha, Sungmin, Ko, Naeun, Choi, Heewoong, Yoo, Youngjoon, Moon, Taesup
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder
Park, Hyojin, Sjosund, Lars Lowe, Yoo, YoungJoon, Monet, Nicolas, Bang, Jihwan, Kwak, Nojun
Published in 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.03.2020)
Published in 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.03.2020)
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Conference Proceeding
Dynamic Graph Generation Network: Generating Relational Knowledge from Diagrams
Kim, Daesik, Yoo, YoungJoon, Kim, Jeesoo, Lee, Sangkuk, Kwak, Nojun
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Multi-task learning with over-sampled time-series representation of a trajectory for traffic motion pattern recognition
Sandhan, Tushar, Youngjoon Yoo, Hanjoo Yoo, Sangdoo Yun, Moonsub Byeon
Published in 2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (01.08.2014)
Published in 2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (01.08.2014)
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Conference Proceeding
Visual surveillance briefing system: Event-based video retrieval and summarization
Sangdoo Yun, Kimin Yun, Soo Wan Kim, Youngjoon Yoo, Jiyeoup Jeong
Published in 2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (01.08.2014)
Published in 2014 11th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) (01.08.2014)
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Conference Proceeding
Motion interaction field for detection of abnormal interactions
Yun, Kimin, Yoo, Youngjoon, Choi, Jin Young
Published in Machine vision and applications (01.02.2017)
Published in Machine vision and applications (01.02.2017)
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Journal Article