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Studying the Effects of Self-Attention for Medical Image Analysis


Sep 02, 2021
Adrit Rao, Jongchan Park, Sanghyun Woo, Joon-Young Lee, Oliver Aalami

* ICCV 2021 CVAMD 

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Unsupervised Learning of Debiased Representations with Pseudo-Attributes


Aug 06, 2021
Seonguk Seo, Joon-Young Lee, Bohyung Han


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Learning to Associate Every Segment for Video Panoptic Segmentation


Jun 17, 2021
Sanghyun Woo, Dahun Kim, Joon-Young Lee, In So Kweon

* Accepted to CVPR2021 

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APES: Audiovisual Person Search in Untrimmed Video


Jun 03, 2021
Juan Leon Alcazar, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem, Fabian Caba Heilbron


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Polygonal Point Set Tracking


May 30, 2021
Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

* 14 pages, 10 figures, 6 tables 

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Exemplar-Based Open-Set Panoptic Segmentation Network


May 19, 2021
Jaedong Hwang, Seoung Wug Oh, Joon-Young Lee, Bohyung Han

* CVPR 2021 

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Video Panoptic Segmentation


Jun 19, 2020
Dahun Kim, Sanghyun Woo, Joon-Young Lee, In So Kweon

* CVPR 2020 Oral. Code: see https://github.com/mcahny/vps 

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Active Speakers in Context


May 20, 2020
Juan Leon Alcazar, Fabian Caba Heilbron, Long Mai, Federico Perazzi, Joon-Young Lee, Pablo Arbelaez, Bernard Ghanem


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History for Visual Dialog: Do we really need it?


May 08, 2020
Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser

* ACL'20 

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DMV: Visual Object Tracking via Part-level Dense Memory and Voting-based Retrieval


Mar 20, 2020
Gunhee Nam, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

* 19 pages, 9 figures 

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Onion-Peel Networks for Deep Video Completion


Aug 23, 2019
Seoung Wug Oh, Sungho Lee, Joon-Young Lee, Seon Joo Kim

* ICCV 2019 

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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 Video Representations from Correspondence Proposals


May 20, 2019
Xingyu Liu, Joon-Young Lee, Hailin Jin

* 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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Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks


May 02, 2019
Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim

* CVPR 2019 

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Video Object Segmentation using Space-Time Memory Networks


Apr 01, 2019
Seoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo Kim


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GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment


Mar 07, 2019
Xin Ye, Zhe Lin, Joon-Young Lee, Jianming Zhang, Shibin Zheng, Yezhou Yang


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Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias


Aug 07, 2018
Rameswar Panda, Jianming Zhang, Haoxiang Li, Joon-Young Lee, Xin Lu, Amit K. Roy-Chowdhury

* ECCV 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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The AdobeIndoorNav Dataset: Towards Deep Reinforcement Learning based Real-world Indoor Robot Visual Navigation


Feb 24, 2018
Kaichun Mo, Haoxiang Li, Zhe Lin, Joon-Young Lee


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Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks


Jul 02, 2017
Yinda Zhang, Shuran Song, Ersin Yumer, Manolis Savva, Joon-Young Lee, Hailin Jin, Thomas Funkhouser

* Updates camera ready version. Accepted by CVPR 2017 

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Action-Driven Object Detection with Top-Down Visual Attentions


Dec 20, 2016
Donggeun Yoo, Sunggyun Park, Kyunghyun Paeng, Joon-Young Lee, In So Kweon


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Fine-scale Surface Normal Estimation using a Single NIR Image


Mar 24, 2016
Youngjin Yoon, Gyeongmin Choe, Namil Kim, Joon-Young Lee, In So Kweon


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Automatic Content-Aware Color and Tone Stylization


Nov 12, 2015
Joon-Young Lee, Kalyan Sunkavalli, Zhe Lin, Xiaohui Shen, In So Kweon

* 12 pages, 11 figures 

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Vision System and Depth Processing for DRC-HUBO+


Sep 28, 2015
Inwook Shim, Seunghak Shin, Yunsu Bok, Kyungdon Joo, Dong-Geol Choi, Joon-Young Lee, Jaesik Park, Jun-Ho Oh, In So Kweon

* submitted in ICRA 2016 

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