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Attentive and Contrastive Learning for Joint Depth and Motion Field Estimation


Oct 13, 2021
Seokju Lee, Francois Rameau, Fei Pan, In So Kweon

* ICCV 2021 

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Correlate-and-Excite: Real-Time Stereo Matching via Guided Cost Volume Excitation


Aug 12, 2021
Antyanta Bangunharcana, Jae Won Cho, Seokju Lee, In So Kweon, Kyung-Soo Kim, Soohyun Kim

* To appear at IROS 2021. Code is available at https://github.com/antabangun/coex 

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Unsupervised Depth and Ego-motion Estimation for Monocular Thermal Video using Multi-spectral Consistency Loss


Mar 03, 2021
Ukcheol Shin, Kyunghyun Lee, Seokju Lee, In So Kweon

* 10 pages 

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Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency


Feb 04, 2021
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

* Accepted to AAAI 2021. Code/dataset/models are available at https://github.com/SeokjuLee/Insta-DM. arXiv admin note: substantial text overlap with arXiv:1912.09351 

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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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Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision


Apr 20, 2020
Fei Pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon

* Accepted to CVPR 2020 as an Oral Presentation. Code is available at https://github.com/feipan664/IntraDA 

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Instance-wise Depth and Motion Learning from Monocular Videos


Dec 19, 2019
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

* http://sites.google.com/site/seokjucv/home/instadm 

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Learning Residual Flow as Dynamic Motion from Stereo Videos


Sep 16, 2019
Seokju Lee, Sunghoon Im, Stephen Lin, In So Kweon

* IROS 2019. https://sites.google.com/site/seokjucv/ 

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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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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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