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Normality-Calibrated Autoencoder for Unsupervised Anomaly Detection on Data Contamination


Oct 28, 2021
Jongmin Yu, Hyeontaek Oh, Minkyung Kim, Junsik Kim

* Accepted for NeurIPS 2021 Workshop DGMs Applications 

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Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification


Sep 14, 2021
Jongmin Yu, Junsik Kim, Minkyung Kim, Hyeontaek Oh

* Under review 

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Restoration of Video Frames from a Single Blurred Image with Motion Understanding


Apr 19, 2021
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Chaoning Zhang, In So Kweon

* Accepted to CVPRW, NTIRE 2021 

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Motion-blurred Video Interpolation and Extrapolation


Mar 10, 2021
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon

* Accepted to AAAI 2021 

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Optical Flow Estimation from a Single Motion-blurred Image


Mar 10, 2021
Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Jae Won Cho, In So Kweon

* Accepted to AAAI 2021 

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ResNet or DenseNet? Introducing Dense Shortcuts to ResNet


Oct 23, 2020
Chaoning Zhang, Philipp Benz, Dawit Mureja Argaw, Seokju Lee, Junsik Kim, Francois Rameau, Jean-Charles Bazin, In So Kweon

* Accepted to WACV2021 first round 

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Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications


Nov 20, 2019
Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon

* To appear in TPAMI. arXiv admin note: substantial text overlap with arXiv:1803.03849 

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Visuomotor Understanding for Representation Learning of Driving Scenes


Sep 16, 2019
Seokju Lee, Junsik Kim, Tae-Hyun Oh, Yongseop Jeong, Donggeun Yoo, Stephen Lin, In So Kweon

* BMVC 2019. Supplementary material: https://bmvc2019.org/wp-content/uploads/papers/0002-supplementary.zip Dataset: http://github.com/SeokjuLee/driving-dataset-doc 

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Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images


Apr 17, 2019
Junsik Kim, Tae-Hyun Oh, Seokju Lee, Fei Pan, In So Kweon

* Accepted to CVPR 2019 

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Robust and Globally Optimal Manhattan Frame Estimation in Near Real Time


Apr 13, 2018
Kyungdon Joo, Tae-Hyun Oh, Junsik Kim, In So Kweon

* To appear in TPAMI 

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Learning to Localize Sound Source in Visual Scenes


Mar 10, 2018
Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon

* To appear in CVPR 2018. Total 9 pages 

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Co-domain Embedding using Deep Quadruplet Networks for Unseen Traffic Sign Recognition


Dec 05, 2017
Junsik Kim, Seokju Lee, Tae-Hyun Oh, In So Kweon

* To appear in AAAI 2018 

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VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition


Oct 17, 2017
Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon

* To appear on ICCV 2017 

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Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks


Aug 17, 2017
Jae Shin Yoon, Francois Rameau, Junsik Kim, Seokju Lee, Seunghak Shin, In So Kweon

* To appear on ICCV 2017 

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