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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Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling

Feb 03, 2020
Yunjae Jung, Dahun Kim, Sanghyun Woo, Kyungsu Kim, Sungjin Kim, In So Kweon

* AAAI 2020 paper 

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Fast Perception, Planning, and Execution for a Robotic Butler: Wheeled Humanoid M-Hubo

Jan 02, 2020
Moonyoung Lee, Yujin Heo, Jinyong Park, Hyun-Dae Yang Ho-Deok Jang, Philipp Benz, Hyunsub Park, In So Kweon, Jun-Ho Oh

* IEEE Int. Conf. on Intelligent Robots and Systems (IROS), 2019 

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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 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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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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Deep Iterative Frame Interpolation for Full-frame Video Stabilization

Sep 05, 2019
Jinsoo Choi, In So Kweon

* Accepted to ACM Transactions on Graphics, To be presented at SIGGRAPH Asia 2019 

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Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach

Sep 05, 2019
Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, In So Kweon

* EMNLP 2019 

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Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation

Aug 21, 2019
Kwanyong Park, Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon

* Accepted by ACM Multimedia(ACM MM) 2019 

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Propose-and-Attend Single Shot Detector

Jul 30, 2019
Ho-Deok Jang, Sanghyun Woo, Philipp Benz, Jinsun Park, In So Kweon

* 8 pages, 2 figures, 7 tables 

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Camera Exposure Control for Robust Robot Vision with Noise-Aware Image Quality Assessment

Jul 11, 2019
Ukcheol Shin, Jinsun Park, Gyumin Shim, Francois Rameau, In So Kweon

* 8 pages,6 figures, accepted in IROS2019 

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Align-and-Attend Network for Globally and Locally Coherent Video Inpainting

May 30, 2019
Sanghyun Woo, Dahun Kim, KwanYong Park, Joon-Young Lee, In So Kweon


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Learning Loss for Active Learning

May 09, 2019
Donggeun Yoo, In So Kweon

* Accepted to CVPR 2019 (Oral) 

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Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence

May 08, 2019
Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon

* Accepted at CVPR 2019 

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Deep Video Inpainting

May 05, 2019
Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon

* Accepted at CVPR 2019 

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DPSNet: End-to-end Deep Plane Sweep Stereo

May 02, 2019
Sunghoon Im, Hae-Gon Jeon, Stephen Lin, In So Kweon

* ICLR2019 accepted 

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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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Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning

Apr 01, 2019
Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, In So Kweon

* CVPR 2019. Project page : https://sites.google.com/view/relcap 

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Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles

Nov 24, 2018
Dahun Kim, Donghyeon Cho, In So Kweon

* Accepted to AAAI 2019 

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Discriminative Feature Learning for Unsupervised Video Summarization

Nov 24, 2018
Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo, In So Kweon

* Accepted to AAAI 2019 !!! 

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LinkNet: Relational Embedding for Scene Graph

Nov 15, 2018
Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon

* Accepted to NIPS 2018 

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CBAM: Convolutional Block Attention Module

Jul 18, 2018
Sanghyun Woo, Jongchan Park, Joon-Young Lee, In So Kweon

* Accepted to ECCV 2018 

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BAM: Bottleneck Attention Module

Jul 18, 2018
Jongchan Park, Sanghyun Woo, Joon-Young Lee, In So Kweon

* Accepted to BMVC 2018 (oral) 

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Gradient-based Camera Exposure Control for Outdoor Mobile Platforms

Jun 13, 2018
Inwook Shim, Tae-Hyun Oh, Joon-Young Lee, Jinwook Choi, Dong-Geol Choi, In So Kweon

* Extended version of IROS 2014 

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Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning

Apr 16, 2018
Jongchan Park, Joon-Young Lee, Donggeun Yoo, In So Kweon

* Accepted to CVPR 2018 

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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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EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth from Light Field Images

Apr 06, 2018
Changha Shin, Hae-Gon Jeon, Youngjin Yoon, In So Kweon, Seon Joo Kim

* Accepted to CVPR 2018, Total 10 pages 

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Robust Depth Estimation from Auto Bracketed Images

Mar 21, 2018
Sunghoon Im, Hae-Gon Jeon, In So Kweon

* To appear in CVPR 2018. Total 9 pages 

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