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Jin Young Choi 0002

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affiliation (PhD 1993): Seoul National University, Automation and Systems Research Institute, Department of Electrical and Computer Engineering, South Korea

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2024
[j45]
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Jaeho Chung, Seokho Cho, Hyunjun Choi, Dae Ung Jo, Yoonho Jung, Jin Young Choi:
C2I-CAT: Class-to-Image Cross Attention Transformer for Out-of-Distribution Detection. IEEE Access 12: 62793-62803 (2024)
2022
[j44]
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Jiyeoup Jeong, Jongwon Choi, Dae Ung Jo, Jin Young Choi:
Congestion-Aware Bayesian Loss for Crowd Counting. IEEE Access 10: 8462-8473 (2022)
[j43]
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Dae Ung Jo, Sangdoo Yun, Jin Young Choi:
How Much a Model be Trained by Passive Learning Before Active Learning? IEEE Access 10: 34677-34689 (2022)
[j42]
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Boeun Kim, Jin Young Choi:
Learning spectral transform for 3D human motion prediction. Comput. Vis. Image Underst. 223: 103548 (2022)
[j41]
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Youngmin Ro, Jongwon Choi, Byeongho Heo, Jin Young Choi:
Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4648-4660 (2022)
2021
[j40]
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Younghan Jeon, Minsik Lee, Jin Young Choi:
Differentiable Forward and Backward Fixed-Point Iteration Layers. IEEE Access 9: 18383-18392 (2021)
[j39]
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Hyunjun Choi, Jiyeoup Jeong, Jin Young Choi:
Rotation-Aware 3D Vehicle Detection From Point Cloud. IEEE Access 9: 99276-99286 (2021)
[j38]
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Junho Cho, Sangdoo Yun, Dongyoon Han, Byeongho Heo, Jin Young Choi:
Detecting and Removing Text in the Wild. IEEE Access 9: 123313-123323 (2021)
[j37]
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Kyuewang Lee, Hyung Jin Chang, Jongwon Choi, Byeongho Heo, Ales Leonardis, Jin Young Choi:
Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles. Mach. Vis. Appl. 32(3): 54 (2021)
2020
[j36]
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Youngmin Ro, Jin Young Choi:
Heterogeneous Double-Head Ensemble for Deep Metric Learning. IEEE Access 8: 118525-118533 (2020)
[j35]
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Hoseok Do, Jin Young Choi:
Context-Based Parking Slot Detection With a Realistic Dataset. IEEE Access 8: 171551-171559 (2020)
2019
[j34]
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Kikyung Kim, Moonsub Byeon, Jin Young Choi:
Re-ranking with ranking-reflected similarity for person re-identification. Pattern Recognit. Lett. 128: 326-332 (2019)
[j33]
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Moonsub Byeon, Minsik Lee, Kikyung Kim, Jin Young Choi:
Variational Inference for 3-D Localization and Tracking of Multiple Targets Using Multiple Cameras. IEEE Trans. Neural Networks Learn. Syst. 30(11): 3260-3274 (2019)
2018
[j32]
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Moonsub Byeon, Haan-Ju Yoo, Kikyung Kim, Songhwai Oh, Jin Young Choi:
Unified optimization framework for localization and tracking of multiple targets with multiple cameras. Comput. Vis. Image Underst. 166: 51-65 (2018)
[j31]
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Jongin Lim, Youngjoon Yoo, Byeongho Heo, Jin Young Choi:
Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space. Pattern Recognit. Lett. 112: 91-97 (2018)
[j30]
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Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi:
Action-Driven Visual Object Tracking With Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2239-2252 (2018)
2017
[j29]
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Kimin Yun, Young Joon Yoo, Jin Young Choi:
Motion interaction field for detection of abnormal interactions. Mach. Vis. Appl. 28(1-2): 157-171 (2017)
[j28]
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Kimin Yun, Jongin Lim, Jin Young Choi:
Scene conditional background update for moving object detection in a moving camera. Pattern Recognit. Lett. 88: 57-63 (2017)
[j27]
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Haan-Ju Yoo, Kikyung Kim, Moonsub Byeon, Younghan Jeon, Jin Young Choi:
Online Scheme for Multiple Camera Multiple Target Tracking Based on Multiple Hypothesis Tracking. IEEE Trans. Circuits Syst. Video Technol. 27(3): 454-469 (2017)
2015
[j26]
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Kwang Moo Yi, Hawook Jeong, Soo Wan Kim, Shimin Yin, Songhwai Oh, Jin Young Choi:
Visual tracking of non-rigid objects with partial occlusion through elastic structure of local patches and hierarchical diffusion. Image Vis. Comput. 39: 23-37 (2015)
[j25]
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Kwang Moo Yi, Hawook Jeong, Byeongju Lee, Jin Young Choi:
Visual tracking in complex scenes through pixel-wise tri-modeling. Mach. Vis. Appl. 26(2-3): 205-217 (2015)
[j24]
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Kwang Moo Yi, Hawook Jeong, Byeongju Lee, Jin Young Choi:
Erratum to: Visual tracking in complex scenes through pixel-wise tri-modeling. Mach. Vis. Appl. 26(7-8): 1095 (2015)
2014
[j23]
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Soo Wan Kim, Shimin Yin, Kimin Yun, Jin Young Choi:
Spatio-temporal weighting in local patches for direct estimation of camera motion in video stabilization. Comput. Vis. Image Underst. 118: 71-83 (2014)
[j22]
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Hawook Jeong, Young Joon Yoo, Kwang Moo Yi, Jin Young Choi:
Two-stage online inference model for traffic pattern analysis and anomaly detection. Mach. Vis. Appl. 25(6): 1501-1517 (2014)
[j21]
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Jin Hee Na, Myoung Soo Park, Woo-Sung Kang, Jin Young Choi:
Linear boundary discriminant analysis based on QR decomposition. Pattern Anal. Appl. 17(1): 105-112 (2014)
[j20]
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Sun Jung Kim, Soo Wan Kim, Tushar Sandhan, Jin Young Choi:
View invariant action recognition using generalized 4D features. Pattern Recognit. Lett. 49: 40-47 (2014)
2013
[j19]
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Soo Wan Kim, Kimin Yun, Kwang Moo Yi, Sun Jung Kim, Jin Young Choi:
Detection of moving objects with a moving camera using non-panoramic background model. Mach. Vis. Appl. 24(5): 1015-1028 (2013)
2012
[j18]
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JinMin Choi, Hyung Jin Chang, Yung Jun Yoo, Jin Young Choi:
Robust moving object detection against fast illumination change. Comput. Vis. Image Underst. 116(2): 179-193 (2012)
2011
[j17]
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Shimin Yin, Jin Hee Na, Jin Young Choi, Songhwai Oh:
Hierarchical Kalman-particle filter with adaptation to motion changes for object tracking. Comput. Vis. Image Underst. 115(6): 885-900 (2011)
2010
[j16]
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JinMin Choi, Yung Jun Yoo, Jin Young Choi:
Adaptive shadow estimator for removing shadow of moving object. Comput. Vis. Image Underst. 114(9): 1017-1029 (2010)
[j15]
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Jin Hee Na, Myoung Soo Park, Jin Young Choi:
Linear boundary discriminant analysis. Pattern Recognit. 43(3): 929-936 (2010)
2009
[j14]
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Myoung Soo Park, Jin Young Choi:
Theoretical analysis on feature extraction capability of class-augmented PCA. Pattern Recognit. 42(11): 2353-2362 (2009)
[j13]
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Hyung Jin Chang, Pyo Jae Kim, Dong Sung Song, Jin Young Choi:
Optical image stabilizing system using multirate fuzzy PID controller for mobile device camera. IEEE Trans. Consumer Electron. 55(2): 303-311 (2009)
[j12]
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Ho Seok Ahn, Inkyu Sa, Jin Young Choi:
PDA-based mobile robot system with remote monitoring for home environment. IEEE Trans. Consumer Electron. 55(3): 1487-1495 (2009)
[j11]
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Myoung Soo Park, Jin Young Choi:
Evolving Logic Networks With Real-Valued Inputs for Fast Incremental Learning. IEEE Trans. Syst. Man Cybern. Part B 39(1): 254-267 (2009)
2008
[j10]
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Woo-Sung Kang, Jin Young Choi:
Domain density description for multiclass pattern classification with reduced computational load. Pattern Recognit. 41(6): 1997-2009 (2008)
2006
[j9]
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Dongkyoung Chwa, Jin Young Choi, Sreenatha G. Anavatti:
Observer-based adaptive guidance law considering target uncertainties and control loop dynamics. IEEE Trans. Control. Syst. Technol. 14(1): 112-123 (2006)
2005
[j8]
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Dongkyoung Chwa, Junho Kang, Jin Young Choi:
Online trajectory planning of robot arms for interception of fast maneuvering object under torque and velocity constraints. IEEE Trans. Syst. Man Cybern. Part A 35(6): 831-843 (2005)
2004
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Dongkyoung Chwa, Jin Young Choi:
Observer-based control for tail-controlled skid-to-turn missiles using a parametric affine model. IEEE Trans. Control. Syst. Technol. 12(1): 167-175 (2004)
[j6]
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Dongkyoung Chwa, Jin Young Choi, Jin H. Seo:
Compensation of actuator dynamics in nonlinear missile control. IEEE Trans. Control. Syst. Technol. 12(4): 620-626 (2004)
2002
[j5]
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Julian Stoev, Jin Young Choi, Jay A. Farrell:
Adaptive control for output feedback nonlinear systems in the presence of modeling errors. Autom. 38(10): 1761-1767 (2002)
2001
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Dongkyoung Chwa, Jin Young Choi:
New parametric affine modeling and control for skid-to-turn missiles. IEEE Trans. Control. Syst. Technol. 9(2): 335-347 (2001)
[j3]
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Jin Young Choi, Jay A. Farrell:
Adaptive observer backstepping control using neural networks. IEEE Trans. Neural Networks 12(5): 1103-1112 (2001)
2000
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Jin Young Choi, Dongkyoung Chwa, Min-Soo Kim:
Adaptive control for feedback-linearized missiles with uncertainties. IEEE Trans. Aerosp. Electron. Syst. 36(2): 467-481 (2000)
[j1]
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Jin Young Choi, Jay A. Farrell:
Nonlinear adaptive control using networks of piecewise linear approximators. IEEE Trans. Neural Networks Learn. Syst. 11(2): 390-401 (2000)

Conference and Workshop Papers

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2024
[c111]
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Sunoh Kim, Jungchan Cho, Joonsang Yu, Youngjoon Yoo, Jin Young Choi:
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding. AAAI 2024: 2795-2803
2023
[c110]
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Taegil Ha, Seulki Park, Jin Young Choi:
Novel Regularization via Logit Weight Repulsion for Long-Tailed Classification. BMVC 2023: 762
[c109]
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Hoseok Do, Eunkyung Yoo, Taehyeong Kim, Chul Lee, Jin Young Choi:
Quantitative Manipulation of Custom Attributes on 3D-Aware Image Synthesis. CVPR 2023: 8529-8538
[c108]
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Hyunjun Choi, Hawook Jeong, Jin Young Choi:
Balanced Energy Regularization Loss for Out-of-distribution Detection. CVPR 2023: 15691-15700
[c107]
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Daeho Um, Jiwoong Park, Seulki Park, Jin Young Choi:
Confidence-Based Feature Imputation for Graphs with Partially Known Features. ICLR 2023
2022
[c106]
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Kyuewang Lee, Jin Young Choi:
Statistical Analysis on Channel-wise Cross-correlation Features in Siamese Trackers. AVSS 2022: 1-5
[c105]
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Kyuewang Lee, Hoseok Do, Taegil Ha, Jongwon Choi, Jin Young Choi:
Tracking Failure Prediction for Siamese Trackers Based on Channel Feature Statistics. AVSS 2022: 1-8
[c104]
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Junho Cho, Kyuewang Lee, Jin Young Choi:
Font Representation Learning via Paired-glyph Matching. BMVC 2022: 149
[c103]
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Sunoh Kim, Taegil Ha, Kimin Yun, Jin Young Choi:
SWAG-Net: Semantic Word-Aware Graph Network for Temporal Video Grounding. CIKM 2022: 982-992
[c102]
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Jongin Lim, Sangdoo Yun, Seulki Park, Jin Young Choi:
Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning. CVPR 2022: 212-222
[c101]
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Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi:
The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification. CVPR 2022: 6877-6886
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Boeun Kim, Hyung Jin Chang, Jungho Kim, Jin Young Choi:
Global-Local Motion Transformer for Unsupervised Skeleton-Based Action Learning. ECCV (4) 2022: 209-225
2021
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Youngmin Ro, Jin Young Choi:
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks. AAAI 2021: 2486-2494
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Jongin Lim, Daeho Um, Hyung Jin Chang, Dae Ung Jo, Jin Young Choi:
Class-Attentive Diffusion Network for Semi-Supervised Classification. AAAI 2021: 8601-8609
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Sunoh Kim, Kimin Yun, Jin Young Choi:
Position-aware Location Regression Network for Temporal Video Grounding. AVSS 2021: 1-8
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Jiwoong Park, Junho Cho, Hyung Jin Chang, Jin Young Choi:
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders. CVPR 2021: 5516-5526
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Seulki Park, Jongin Lim, Younghan Jeon, Jin Young Choi:
Influence-Balanced Loss for Imbalanced Visual Classification. ICCV 2021: 715-724
2020
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Dae Ung Jo, Byeongju Lee, Jongwon Choi, Haanju Yoo, Jin Young Choi:
Associative Variational Auto-Encoder with Distributed Latent Spaces and Associators. AAAI 2020: 11197-11204
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Tushar Sandhan, Jin Young Choi:
Separating Particulate Matter From a Single Microscopic Image. CVPR 2020: 4583-4592
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Jin Young Choi, Bohyung Han:
Task-Aware Quantization Network for JPEG Image Compression. ECCV (20) 2020: 309-324
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Hoseok Do, Jihyun Kim, Kwon Lee, Deukhyeon Kim, Kyuyeol Chae, Jin Young Choi:
Implementation of CNN-based parking slot type classification using around view images. ICCE 2020: 1-6
2019
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Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi:
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary. AAAI 2019: 3771-3778
[c89]
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Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi:
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons. AAAI 2019: 3779-3787
[c88]
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Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi:
Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification. AAAI 2019: 8859-8867
[c87]
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Jongin Lim, Hyung Jin Chang, Jin Young Choi:
PMnet: Learning of Disentangled Pose and Movement for Unsupervised Motion Retargeting. BMVC 2019: 136
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Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi:
A Comprehensive Overhaul of Feature Distillation. ICCV 2019: 1921-1930
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Jiwoong Park, Minsik Lee, Hyung Jin Chang, Kyuewang Lee, Jin Young Choi:
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning. ICCV 2019: 6518-6527
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Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi:
Skeleton-Based Action Recognition of People Handling Objects. WACV 2019: 61-70
2018
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Jongwon Choi, Hyung Jin Chang, Tobias Fischer, Sangdoo Yun, Kyuewang Lee, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi:
Context-Aware Deep Feature Compression for High-Speed Visual Tracking. CVPR 2018: 479-488
[c82]
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed S. Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhen-Hua Feng, Zhihui Wang, Zhiqun He:
The Sixth Visual Object Tracking VOT2018 Challenge Results. ECCV Workshops (1) 2018: 3-53
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Longyin Wen, Pengfei Zhu, Dawei Du, Xiao Bian, Haibin Ling, Qinghua Hu, Chenfeng Liu, Hao Cheng, Xiaoyu Liu, Wenya Ma, Qinqin Nie, Haotian Wu, Lianjie Wang, Asanka G. Perera, Baochang Zhang, Byeongho Heo, Chunlei Liu, Dongdong Li, Emmanouil Michail, Hanlin Chen, Hao Liu, Haojie Li, Ioannis Kompatsiaris, Jian Cheng, Jiaqing Fan, Jie Zhang, Jin Young Choi, Jing Li, Jinyu Yang, Jongwon Choi, Juanping Zhao, Jungong Han, Kaihua Zhang, Kaiwen Duan, Ke Song, Konstantinos Avgerinakis, Kyuewang Lee, Lu Ding, Martin Lauer, Panagiotis Giannakeris, Peizhen Zhang, Qiang Wang, Qianqian Xu, Qingming Huang, Qingshan Liu, Robert Laganière, Ruixin Zhang, Sangdoo Yun, Shengyin Zhu, Sihang Wu, Stefanos Vrochidis, Wei Tian, Wei Zhang, Weidong Chen, Weiming Hu, Wenhao Wang, Wenhua Zhang, Wenrui Ding, Xiaohao He, Xiaotong Li, Xin Zhang, Xinbin Luo, Xixi Hu, Yang Meng, Yangliu Kuai, Yanyun Zhao, Yaxuan Li, Yifan Yang, Yifan Zhang, Yong Wang, Yuankai Qi, Zhipeng Deng, Zhiqun He:
VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results. ECCV Workshops (5) 2018: 469-495
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Jiyeoup Jeong, Hawook Jeong, Jongin Lim, Jongwon Choi, Sangdoo Yun, Jin Young Choi:
Selective Ensemble Network for Accurate Crowd Density Estimation. ICPR 2018: 320-325
2017
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Junho Cho, Sangdoo Yun, Kyoungmu Lee, Jin Young Choi:
PaletteNet: Image Recolorization with Given Color Palette. CVPR Workshops 2017: 1058-1066
[c78]
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Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi:
Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning. CVPR 2017: 1349-1358
[c77]
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Tushar Sandhan, Jin Young Choi:
Anti-Glare: Tightly Constrained Optimization for Eyeglass Reflection Removal. CVPR 2017: 1675-1684
[c76]
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Youngjoon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, Jin Young Choi:
Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold. CVPR 2017: 2943-2952
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Jongwon Choi, Hyung Jin Chang, Sangdoo Yun, Tobias Fischer, Yiannis Demiris, Jin Young Choi:
Attentional Correlation Filter Network for Adaptive Visual Tracking. CVPR 2017: 4828-4837
[c74]
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Tushar Sandhan, Jin Young Choi:
Simultaneous Detection and Removal of High Altitude Clouds from an Image. ICCV 2017: 4789-4798
[c73]
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Kikyung Kim, Byeongho Heo, Moonsub Byeon, Jin Young Choi:
Deep learning architecture for pedestrian 3-D localization and tracking using multiple cameras. ICIP 2017: 1147-1151
[c72]
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Byeongho Heo, Kimin Yun, Jin Young Choi:
Appearance and motion based deep learning architecture for moving object detection in moving camera. ICIP 2017: 1827-1831
2016
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Young Joon Yoo, Kimin Yun, Sangdoo Yun, Jonghee Hong, Hawook Jeong, Jin Young Choi:
Visual Path Prediction in Complex Scenes with Crowded Moving Objects. CVPR 2016: 2668-2677
[c70]
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Jongwon Choi, Hyung Jin Chang, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi:
Visual Tracking Using Attention-Modulated Disintegration and Integration. CVPR 2016: 4321-4330
[c69]
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Jongwon Choi, Jin Young Choi:
An Integrated Framework for 24-hours Fire Detection. ECCV Workshops (2) 2016: 463-479
[c68]
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Sangdoo Yun, Kimin Yun, Jongwon Choi, Jin Young Choi:
Density-Aware Pedestrian Proposal Networks for Robust People Detection in Crowded Scenes. ECCV Workshops (2) 2016: 643-654
[c67]
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin, Tomás Vojír, Gustav Häger, Alan Lukezic, Gustavo Fernández, Abhinav Gupta, Alfredo Petrosino, Alireza Memarmoghadam, Álvaro García-Martín, Andrés Solís Montero, Andrea Vedaldi, Andreas Robinson, Andy Jinhua Ma, Anton Varfolomieiev, A. Aydin Alatan, Aykut Erdem, Bernard Ghanem, Bin Liu, Bohyung Han, Brais Martínez, Chang-Ming Chang, Changsheng Xu, Chong Sun, Daijin Kim, Dapeng Chen, Dawei Du, Deepak Mishra, Dit-Yan Yeung, Erhan Gundogdu, Erkut Erdem, Fahad Shahbaz Khan, Fatih Porikli, Fei Zhao, Filiz Bunyak, Francesco Battistone, Gao Zhu, Giorgio Roffo, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Guna Seetharaman, Henry Medeiros, Hongdong Li, Honggang Qi, Horst Bischof, Horst Possegger, Huchuan Lu, Hyemin Lee, Hyeonseob Nam, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jae-chan Jeong, Jaeil Cho, Jae-Yeong Lee, Jianke Zhu, Jiayi Feng, Jin Gao, Jin Young Choi, Jingjing Xiao, Ji-Wan Kim, Jiyeoup Jeong, João F. Henriques, Jochen Lang, Jongwon Choi, José M. Martínez, Junliang Xing, Junyu Gao, Kannappan Palaniappan, Karel Lebeda, Ke Gao, Krystian Mikolajczyk, Lei Qin, Lijun Wang, Longyin Wen, Luca Bertinetto, Madan Kumar Rapuru, Mahdieh Poostchi, Mario Edoardo Maresca, Martin Danelljan, Matthias Mueller, Mengdan Zhang, Michael Arens, Michel F. Valstar, Ming Tang, Mooyeol Baek, Muhammad Haris Khan, Naiyan Wang, Nana Fan, Noor Al-Shakarji, Ondrej Miksik, Osman Akin, Payman Moallem, Pedro Senna, Philip H. S. Torr, Pong C. Yuen, Qingming Huang, Rafael Martin Nieto, Rengarajan Pelapur, Richard Bowden, Robert Laganière, Rustam Stolkin, Ryan Walsh, Sebastian Bernd Krah, Shengkun Li, Shengping Zhang, Shizeng Yao, Simon Hadfield, Simone Melzi, Siwei Lyu, Siyi Li, Stefan Becker, Stuart Golodetz, Sumithra Kakanuru, Sunglok Choi, Tao Hu, Thomas Mauthner, Tianzhu Zhang, Tony P. Pridmore, Vincenzo Santopietro, Weiming Hu, Wenbo Li, Wolfgang Hübner, Xiangyuan Lan, Xiaomeng Wang, Xin Li, Yang Li, Yiannis Demiris, Yifan Wang, Yuankai Qi, Zejian Yuan, Zexiong Cai, Zhan Xu, Zhenyu He, Zhizhen Chi:
The Visual Object Tracking VOT2016 Challenge Results. ECCV Workshops (2) 2016: 777-823
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Kimin Yun, Jongin Lim, Sangdoo Yun, Soo Wan Kim, Jin Young Choi:
Attention-inspired moving object detection in monocular dashcam videos. ICPR 2016: 2706-2711
[c65]
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Sangdoo Yun, Hawook Jeong, Soo Wan Kim, Jin Young Choi:
Voting-based 3D object cuboid detection robust to partial occlusion from RGB-D images. WACV 2016: 1-8
2015
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Jongwon Choi, Jin Young Choi:
Patch-based fire detection with online outlier learning. AVSS 2015: 1-6
[c63]
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Byeongju Lee, Kimin Yun, Jongwon Choi, Jin Young Choi:
Robust pan-tilt-zoom tracking via optimization combining motion features and appearance correlations. AVSS 2015: 1-6
[c62]
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Moonsub Byeon, Songhwai Oh, Kikyung Kim, Haan-Ju Yoo, Jin Young Choi:
Efficient Spatio-Temporal Data Association Using Multidimensional Assignment in Multi-Camera Multi-Target Tracking. BMVC 2015: 68.1-68.12
[c61]
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Jongwon Choi, Jin Young Choi:
User interactive segmentation with partially growing random forest. ICIP 2015: 1090-1094
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Byeongju Lee, Jongwon Choi, Kimin Yun, Jin Young Choi:
Gradient preserving RGB-to-gray conversion using random forest. ICIP 2015: 3170-3174
[c59]
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Kimin Yun, Jin Young Choi:
Robust and fast moving object detection in a non-stationary camera via foreground probability based sampling. ICIP 2015: 4897-4901
[c58]
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Younghan Jeon, Tushar Sandhan, Jin Young Choi:
Robust Feature Extraction for Shift and Direction Invariant Action Recognition. PCM (2) 2015: 321-329
[c57]
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Jin Young Choi, Sunwoo Lee, Yoonseon Oh, Songhwai Oh:
Pedestrian-following service robot applications using chance-constrained target tracking. URAI 2015: 504-506
[c56]
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Hawook Jeong, Sangdoo Yun, Kwang Moo Yi, Jin Young Choi:
Category Attentional Search for Fast Object Detection by Mimicking Human Visual Perception. WACV 2015: 829-836
2014
[c55]
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Matej Kristan, Roman P. Pflugfelder, Ales Leonardis, Jiri Matas, Luka Cehovin, Georg Nebehay, Tomás Vojír, Gustavo Fernández, Alan Lukezic, Aleksandar Dimitriev, Alfredo Petrosino, Amir Saffari, Bo Li, Bohyung Han, Cherkeng Heng, Christophe Garcia, Dominik Pangersic, Gustav Häger, Fahad Shahbaz Khan, Franci Oven, Horst Possegger, Horst Bischof, Hyeonseob Nam, Jianke Zhu, Jijia Li, Jin Young Choi, Jinwoo Choi, João F. Henriques, Joost van de Weijer, Jorge Batista, Karel Lebeda, Kristoffer Öfjäll, Kwang Moo Yi, Lei Qin, Longyin Wen, Mario Edoardo Maresca, Martin Danelljan, Michael Felsberg, Ming-Ming Cheng, Philip H. S. Torr, Qingming Huang, Richard Bowden, Sam Hare, Samantha YueYing Lim, Seunghoon Hong, Shengcai Liao, Simon Hadfield, Stan Z. Li, Stefan Duffner, Stuart Golodetz, Thomas Mauthner, Vibhav Vineet, Weiyao Lin, Yang Li, Yuankai Qi, Zhen Lei, Zhi Heng Niu:
The Visual Object Tracking VOT2014 Challenge Results. ECCV Workshops (2) 2014: 191-217
[c54]
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Tushar Sandhan, Jin Young Choi:
Frequencygrams and multi-feature joint sparse representation for action and gesture recognition. ICIP 2014: 1450-1454
[c53]
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Soo Wan Kim, Moonsub Byeon, Kikyung Kim, Jin Young Choi:
MAP-Based Online Data Association for Multiple People Tracking in Crowded Scenes. ICPR 2014: 1212-1217
[c52]
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Tushar Sandhan, Jin Young Choi:
Handling Imbalanced Datasets by Partially Guided Hybrid Sampling for Pattern Recognition. ICPR 2014: 1449-1453
[c51]
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Kimin Yun, Hawook Jeong, Kwang Moo Yi, Soo Wan Kim, Jin Young Choi:
Motion Interaction Field for Accident Detection in Traffic Surveillance Video. ICPR 2014: 3062-3067
[c50]
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Young Joon Yoo, Hawook Jeong, Soo Wan Kim, Jin Young Choi:
Transfer Learning of Motion Patterns in Traffic Scene via Convex Optimization. ICPR 2014: 4158-4163
[c49]
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Sangdoo Yun, Hawook Jeong, Woo-Sung Kang, Byeongho Heo, Jin Young Choi:
Self-Organizing Cascaded Structure of Deformable Part Models for Fast Object Detection. ICPR 2014: 4246-4250
[c48]
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Tushar Sandhan, Kimin Yun, Jin Young Choi:
Proximity Clustering for Revealing a Semantically Dominant Class. ISVC (2) 2014: 63-73
[c47]
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Byeongho Heo, Hawook Jeong, Jiyun Kim, Sang-Il Choi, Jin Young Choi:
Weighted Pooling Based on Visual Saliency for Image Classification. ISVC (1) 2014: 647-657
[c46]
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Kimin Yun, Jiyun Kim, Soo Wan Kim, Hawook Jeong, Jin Young Choi:
Learning with Adaptive Rate for Online Detection of Unusual Appearance. ISVC (1) 2014: 698-707
2013
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Young Joon Yoo, Tushar Sandhan, Jin Young Choi, Sun Kim:
Towards simultaneous clustering and motif-modeling for a large number of protein family. BIBM 2013: 22-28
[c44]
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Hyung Jin Chang, Jiyun Kim, Jungchan Cho, Songhwai Oh, Kwang Moo Yi, Jin Young Choi:
Action Chart: A Representation for Efficient Recognition of Complex Activity. BMVC 2013
[c43]
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Kwang Moo Yi, Kimin Yun, Soo Wan Kim, Hyung Jin Chang, Jin Young Choi:
Detection of Moving Objects with Non-stationary Cameras in 5.8ms: Bringing Motion Detection to Your Mobile Device. CVPR Workshops 2013: 27-34
[c42]
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Kwang Moo Yi, Hawook Jeong, Byeongho Heo, Hyung Jin Chang, Jin Young Choi:
Initialization-Insensitive Visual Tracking through Voting with Salient Local Features. ICCV 2013: 2912-2919
[c41]
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Tushar Sandhan, Hyung Jin Chang, Jin Young Choi:
Abstracted radon profiles for fingerprint recognition. ICIP 2013: 4156-4160
[c40]
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Tushar Sandhan, Amit Sethi, Tushar Srivastava, Jin Young Choi:
Unsupervised learning approach for abnormal event detection in surveillance video by revealing infrequent patterns. IVCNZ 2013: 494-499
[c39]
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Moonsub Byeon, Soo Wan Kim, Haan-Ju Yoo, Jin Young Choi:
Matching heads of multiple people in multiple camera networks. RO-MAN 2013: 400-405
2012
[c38]
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Hyung Jin Chang, Hawook Jeong, Jin Young Choi:
Active attentional sampling for speed-up of background subtraction. CVPR 2012: 2088-2095
[c37]
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Ho Seok Ahn, Jin Young Choi:
Can we teach what emotions a robot should express? IROS 2012: 1407-1412
[c36]
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Sangdoo Yun, Soo Wan Kim, Kwang Moo Yi, Haan-Ju Yoo, Jin Young Choi:
Multiple ground plane estimation for 3D scene understanding using a monocular camera. IVCNZ 2012: 1-6
[c35]
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Kwang Moo Yi, Hawook Jeong, Soo Wan Kim, Jin Young Choi:
Visual tracking with dual modeling. IVCNZ 2012: 25-30
[c34]
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Moonsub Byeon, Hyung Jin Chang, Jin Young Choi:
Hierarchical feature grouping for multiple object segmentation and tracking. IVCNZ 2012: 452-457
2011
[c33]
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Hawook Jeong, Hyung Jin Chang, Jin Young Choi:
Modeling of moving object trajectory by spatio-temporal learning for abnormal behavior detection. AVSS 2011: 119-123
[c32]
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Hyung Jin Chang, Kwang Moo Yi, Shimin Yin, Soo Wan Kim, Young Min Baek, Ho Seok Ahn, Jin Young Choi:
PIL-EYE: Integrated System for Sustainable Development of Intelligent Visual Surveillance Algorithms. DICTA 2011: 231-236
[c31]
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Kimin Yun, Soo Wan Kim, Jin Young Choi:
Probabilistic Approach with Three Hierarchies of Motion Estimation for Video Stabilization. DICTA 2011: 262-267
[c30]
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Hyung Jin Chang, Myoung Soo Park, Hawook Jeong, Jin Young Choi:
Tracking failure detection by imitating human visual perception. ICIP 2011: 3293-3296
[c29]
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Ho Seok Ahn, Jin Young Choi, Dong-Wook Lee, Woong Hee Shon:
A behavior combination generating method for reflecting emotional probabilities using simulated annealing algorithm. RO-MAN 2011: 192-197
2010
[c28]
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Soo Wan Kim, Kwang Moo Yi, Songhwai Oh, Jin Young Choi:
Recovery Video Stabilization Using MRF-MAP Optimization. ICPR 2010: 2804-2807
[c27]
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Shimin Yin, Haan Joo Yoo, Jin Young Choi:
Enhanced Measurement Model for Subspace-Based Tracking. ICPR 2010: 3492-3495
2009
[c26]
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Kwang Moo Yi, Soo Wan Kim, Jin Young Choi:
Orientation and Scale Invariant Kernel-Based Object Tracking with Probabilistic Emphasizing. ACCV (2) 2009: 130-139
[c25]
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Jin Hee Na, Myoung Soo Park, Jin Young Choi:
A new discriminant analysis based on boundary/non-boundary pattern separation. IJCNN 2009: 2202-2208
[c24]
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Myoung Soo Park, Jin Young Choi:
A new discriminant analysis for non-normally distributed data based on datawise formulation of scatter matrices. IJCNN 2009: 2416-2422
[c23]
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Deukey Lee, Ho Seok Ahn, Jin Young Choi:
A general behavior generation module for emotional robots using unit behavior combination method. RO-MAN 2009: 375-380
2008
[c22]
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Pyo Jae Kim, Hyung Jin Chang, Jin Young Choi:
Fast incremental learning for one-class support vector classifier using sample margin information. ICPR 2008: 1-4
[c21]
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Jin Hee Na, Seok Min Yun, Minsoo Kim, Jin Young Choi:
Relevant pattern selection for subspace learning. ICPR 2008: 1-4
[c20]
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Kwang Moo Yi, Ho Seok Ahn, Jin Young Choi:
Orientation and scale invariant mean shift using object mask-based kernel. ICPR 2008: 1-4
[c19]
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  - conf/icpr/YunNKC08
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Seok Min Yun, Jin Hee Na, Woo-Sung Kang, Jin Young Choi:
Hierarchical estimation for adaptive visual tracking. ICPR 2008: 1-4
[c18]
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  - conf/iros/AhnBSKNC08
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Ho Seok Ahn, Young Min Baek, Inkyu Sa, Woo-Sung Kang, Jin Hee Na, Jin Young Choi:
Design of reconfigurable heterogeneous modular architecture for service robots. IROS 2008: 1313-1318
[c17]
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Myoung Soo Park, Jin Young Choi:
Novel Incremental Principal Component Analysis with Improved Performance. SSPR/SPR 2008: 592-601
2007
[c16]
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Pyo Jae Kim, Hyung Jin Chang, Dong Sung Song, Jin Young Choi:
Fast Support Vector Data Description Using K-Means Clustering. ISNN (3) 2007: 506-514
[c15]
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Ho Seok Ahn, Jin Young Choi:
Emotional Behavior Decision Model Based on Linear Dynamic Systems for Intelligent Service Robots. RO-MAN 2007: 786-791
2006
[c14]
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Sreenatha G. Anavatti, Shaaban Ali Salman, Jin Young Choi:
Fuzzy + PID Controller for Robot Manipulator. CIMCA/IAWTIC 2006: 75
[c13]
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Myoung Soo Park, Jin Hee Na, Jin Young Choi:
Feature Extraction Using Class-Augmented Principal Component Analysis (CA-PCA). ICANN (2) 2006: 606-615
[c12]
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Myoung Soo Park, Jin Young Choi:
Fast Incremental Learning Algorithm using Evolutionary Logic Networks for Real-Value Inputs. IJCNN 2006: 2047-2054
[c11]
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Woo-Sung Kang, Ki Hong Im, Jin Young Choi:
SVDD-Based Method for Fast Training of Multi-class Support Vector Classifier. ISNN (1) 2006: 991-996
2005
[c10]
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Myoung Soo Park, Jin Hee Na, Jin Young Choi:
PCA-based feature extraction using class information. SMC 2005: 341-345
2003
[c9]
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Dongkyoung Chwa, A. G. Sreenatha, Ki Hong Im, Jin Young Choi, Jin H. Seo:
Nonlinear observer for nonlinear adaptive guidance law considering target uncertainties and control loop dynamics. ECC 2003: 3566-3571
[c8]
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Myoung Soo Park, Pyo Jae Kim, Jin Young Choi:
Intelligent transportation system using Q-learning. SMC 2003: 4684-4687
2002
[c7]
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Dongkyoung Chwa, Jin H. Seo, Pyojae Kim, Jin Young Choi:
Sliding mode tracking control of nonholonomic wheeled mobile robots. ACC 2002: 3991-3996
2001
[c6]
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Jin Young Choi, Dongkyoung Chwa, Heumpil Cho:
Nonlinear adaptive guidance considering target uncertainties and control loop dynamics. ACC 2001: 506-511
[c5]
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  - conf/amcc/StoevCF01
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Julian Stoev, Jin Young Choi, Jay A. Farrell:
Adaptive neuro control for output feedback nonlinear systems. ACC 2001: 3097-3102
[c4]
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Myoung Soo Park, Jin Young Choi:
Logical evolution method for learning Boolean functions. SMC 2001: 316-321
2000
[c3]
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Dongkyoung Chwa, Jin Young Choi:
New parametric affine modeling and control for skid-to-turn missiles. ACC 2000: 1339-1343
[c2]
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Jin Young Choi, Jay A. Farrell:
Observer-based backstepping control using online approximation. ACC 2000: 3646-3650
[c1]
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Jin Young Choi, Dongkyoung Chwa:
Adaptive control based on a parametric affine model for tail-controlled missiles. CDC 2000: 1471-1476

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2024
[i30]
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Hyunjun Choi, Hawook Jeong, Jin Young Choi:
UFO: Unidentified Foreground Object Detection in 3D Point Cloud. CoRR abs/2401.03846 (2024)
[i29]
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  - journals/corr/abs-2403-06225
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Boeun Kim, Jungho Kim, Hyung Jin Chang, Jin Young Choi:
MoST: Motion Style Transformer between Diverse Action Contents. CoRR abs/2403.06225 (2024)
2023
[i28]
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Tushar Sandhan, Sukanya Sonowal, Jin Young Choi:
Audio Bank: A High-Level Acoustic Signal Representation for Audio Event Recognition. CoRR abs/2304.05067 (2023)
[i27]
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  - journals/corr/abs-2304-10727
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Seulki Park, Daeho Um, Hajung Yoon, Sanghyuk Chun, Sangdoo Yun, Jin Young Choi:
RoCOCO: Robust Benchmark MS-COCO to Stress-test Robustness of Image-Text Matching Models. CoRR abs/2304.10727 (2023)
[i26]
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  - journals/corr/abs-2305-16618
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Daeho Um, Jiwoong Park, Seulki Park, Jin Young Choi:
Confidence-Based Feature Imputation for Graphs with Partially Known Features. CoRR abs/2305.16618 (2023)
[i25]
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  - journals/corr/abs-2306-10485
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Hyunjun Choi, Hawook Jeong, Jin Young Choi:
Balanced Energy Regularization Loss for Out-of-distribution Detection. CoRR abs/2306.10485 (2023)
[i24]
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  - journals/corr/abs-2308-01030
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Hyunjun Choi, Jaeho Chung, Hawook Jeong, Jin Young Choi:
Three Factors to Improve Out-of-Distribution Detection. CoRR abs/2308.01030 (2023)
[i23]
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  - journals/corr/abs-2312-16388
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Sunoh Kim, Jungchan Cho, Joonsang Yu, Youngjoon Yoo, Jin Young Choi:
Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding. CoRR abs/2312.16388 (2023)
2022
[i22]
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  - journals/corr/abs-2203-07837
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Jongmok Kim, Hwijun Lee, Jaeseung Lim, Jongkeun Na, Nojun Kwak, Jin Young Choi:
Pose-MUM : Reinforcing Key Points Relationship for Semi-Supervised Human Pose Estimation. CoRR abs/2203.07837 (2022)
[i21]
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  - journals/corr/abs-2204-05499
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Sunoh Kim, Kimin Yun, Jin Young Choi:
Position-aware Location Regression Network for Temporal Video Grounding. CoRR abs/2204.05499 (2022)
[i20]
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  - journals/corr/abs-2207-06101
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Boeun Kim, Hyung Jin Chang, Jungho Kim, Jin Young Choi:
Global-local Motion Transformer for Unsupervised Skeleton-based Action Learning. CoRR abs/2207.06101 (2022)
[i19]
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  - journals/corr/abs-2210-14480
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Jiwoong Park, Jisu Jeong, Kyung-Min Kim, Jin Young Choi:
Meta-node: A Concise Approach to Effectively Learn Complex Relationships in Heterogeneous Graphs. CoRR abs/2210.14480 (2022)
[i18]
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  - journals/corr/abs-2211-10967
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Junho Cho, Kyuewang Lee, Jin Young Choi:
Font Representation Learning via Paired-glyph Matching. CoRR abs/2211.10967 (2022)
2021
[i17]
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  - journals/corr/abs-2103-16046
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Jiwoong Park, Junho Cho, Hyung Jin Chang, Jin Young Choi:
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders. CoRR abs/2103.16046 (2021)
[i16]
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  - journals/corr/abs-2106-07217
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Seulki Park, Dae Ung Jo, Jin Young Choi:
Over-Fit: Noisy-Label Detection based on the Overfitted Model Property. CoRR abs/2106.07217 (2021)
[i15]
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  - journals/corr/abs-2110-02444
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Seulki Park, Jongin Lim, Younghan Jeon, Jin Young Choi:
Influence-Balanced Loss for Imbalanced Visual Classification. CoRR abs/2110.02444 (2021)
[i14]
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  - journals/corr/abs-2112-00412
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Seulki Park, Youngkyu Hong, Byeongho Heo, Sangdoo Yun, Jin Young Choi:
The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification. CoRR abs/2112.00412 (2021)
2020
[i13]
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  - journals/corr/abs-2002-02868
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Younghan Jeon, Minsik Lee, Jin Young Choi:
Differentiable Fixed-Point Iteration Layer. CoRR abs/2002.02868 (2020)
[i12]
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  - journals/corr/abs-2002-06048
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Youngmin Ro, Jin Young Choi:
Layer-wise Pruning and Auto-tuning of Layer-wise Learning Rates in Fine-tuning of Deep Networks. CoRR abs/2002.06048 (2020)
[i11]
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  - journals/corr/abs-2006-10222
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Jongin Lim, Daeho Um, Hyung Jin Chang, Dae Ung Jo, Jin Young Choi:
Class-Attentive Diffusion Network for Semi-Supervised Classification. CoRR abs/2006.10222 (2020)
2019
[i10]
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  - journals/corr/abs-1901-06140
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Youngmin Ro, Jongwon Choi, Dae Ung Jo, Byeongho Heo, Jongin Lim, Jin Young Choi:
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification. CoRR abs/1901.06140 (2019)
[i9]
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  - journals/corr/abs-1901-06882
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Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi:
Skeleton-based Action Recognition of People Handling Objects. CoRR abs/1901.06882 (2019)
[i8]
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  - journals/corr/abs-1904-01866
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Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi:
A Comprehensive Overhaul of Feature Distillation. CoRR abs/1904.01866 (2019)
[i7]
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  - journals/corr/abs-1905-10079
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Younghan Jeon, Minsik Lee, Jin Young Choi:
Neuro-Optimization: Learning Objective Functions Using Neural Networks. CoRR abs/1905.10079 (2019)
[i6]
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  - journals/corr/abs-1905-12867
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Dae Ung Jo, Byeongju Lee, Jongwon Choi, Haanju Yoo, Jin Young Choi:
Cross-modal Variational Auto-encoder with Distributed Latent Spaces and Associators. CoRR abs/1905.12867 (2019)
[i5]
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  - journals/corr/abs-1908-02441
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Jiwoong Park, Minsik Lee, Hyung Jin Chang, Kyuewang Lee, Jin Young Choi:
Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning. CoRR abs/1908.02441 (2019)
[i4]
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  - journals/corr/abs-1908-04015
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Young Joon Yoo, Sangdoo Yun, Hyung Jin Chang, Yiannis Demiris, Jin Young Choi:
Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold. CoRR abs/1908.04015 (2019)
2018
[i3]
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  - journals/corr/abs-1803-10537
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Jongwon Choi, Hyung Jin Chang, Tobias Fischer, Sangdoo Yun, Kyuewang Lee, Jiyeoup Jeong, Yiannis Demiris, Jin Young Choi:
Context-aware Deep Feature Compression for High-speed Visual Tracking. CoRR abs/1803.10537 (2018)
[i2]
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  - journals/corr/abs-1805-05532
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Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi:
Knowledge Distillation with Adversarial Samples Supporting Decision Boundary. CoRR abs/1805.05532 (2018)
[i1]
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  - journals/corr/abs-1811-03233
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Byeongho Heo, Minsik Lee, Sangdoo Yun, Jin Young Choi:
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons. CoRR abs/1811.03233 (2018)

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