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Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning

Jan 26, 2021
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song


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Parameter Efficient Multimodal Transformers for Video Representation Learning

Dec 08, 2020
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song


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LID 2020: The Learning from Imperfect Data Challenge Results

Oct 17, 2020
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He

* Summary of the 2nd Learning from Imperfect Data Workshop in conjunction with CVPR 2020 

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Imbalanced Continual Learning with Partitioning Reservoir Sampling

Sep 08, 2020
Chris Dongjoo Kim, Jinseo Jeong, Gunhee Kim

* Published to ECCV2020 

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Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context

Jun 11, 2020
Hankyol Lee, Youngjae Yu, Gunhee Kim


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Public Self-consciousness for Endowing Dialogue Agents with Consistent Persona

Apr 13, 2020
Hyunwoo Kim, Byeongchang Kim, Gunhee Kim

* Accepted paper at ICLR 2020 BAICS workshop (Oral) 

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CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data

Mar 30, 2020
Youngjae Yu, Seunghwan Lee, Yuncheol Choi, Gunhee Kim

* 4 pages, 4 figures, ICCV 2019 Linguistics Meets image and video retrieval workshop, Fashion IQ challenge 

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Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue

Feb 18, 2020
Byeongchang Kim, Jaewoo Ahn, Gunhee Kim

* Published in ICLR 2020 (Spotlight) 

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A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning

Jan 14, 2020
Soochan Lee, Junsoo Ha, Dongsu Zhang, Gunhee Kim

* Accepted as a conference paper at ICLR 2020 

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Discovery of Natural Language Concepts in Individual Units of CNNs

Feb 28, 2019
Seil Na, Yo Joong Choe, Dong-Hyun Lee, Gunhee Kim

* Published as a conference paper at ICLR 2019 

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Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation

Feb 25, 2019
Soochan Lee, Junsoo Ha, Gunhee Kim

* Accepted as a conference paper at ICLR 2019 

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Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

Nov 02, 2018
Byeongchang Kim, Hyunwoo Kim, Gunhee Kim


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A Joint Sequence Fusion Model for Video Question Answering and Retrieval

Aug 07, 2018
Youngjae Yu, Jongseok Kim, Gunhee Kim

* To appear in ECCV 2018. 17 pages 

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Video Prediction with Appearance and Motion Conditions

Jul 07, 2018
Yunseok Jang, Gunhee Kim, Yale Song

* Accepted paper at ICML 2018. Project page: http://vision.snu.ac.kr/projects/amc-gan 

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A Memory Network Approach for Story-based Temporal Summarization of 360° Videos

Jun 18, 2018
Sangho Lee, Jinyoung Sung, Youngjae Yu, Gunhee Kim

* Accepted paper at CVPR 2018 

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A Hierarchical Latent Structure for Variational Conversation Modeling

Apr 12, 2018
Yookoon Park, Jaemin Cho, Gunhee Kim

* Published in NAACL 2018 (Oral) 

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A Read-Write Memory Network for Movie Story Understanding

Mar 16, 2018
Seil Na, Sangho Lee, Jisung Kim, Gunhee Kim

* accepted paper at ICCV 2017 

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Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks

Mar 10, 2018
Youngjin Kim, Minjung Kim, Gunhee Kim

* Published in ICLR 2018 

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A Deep Ranking Model for Spatio-Temporal Highlight Detection from a 360 Video

Jan 31, 2018
Youngjae Yu, Sangho Lee, Joonil Na, Jaeyun Kang, Gunhee Kim

* In AAAI 2018, 9 pages 

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End-to-end Concept Word Detection for Video Captioning, Retrieval, and Question Answering

Jul 25, 2017
Youngjae Yu, Hyungjin Ko, Jongwook Choi, Gunhee Kim

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, pp. 3165-3173 
* In CVPR 2017. Winner of three (fill-in-the-blank, multiple-choice test, and movie retrieval) out of four tasks of the LSMDC 2016 Challenge. 22 pages 

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Supervising Neural Attention Models for Video Captioning by Human Gaze Data

Jul 19, 2017
Youngjae Yu, Jongwook Choi, Yeonhwa Kim, Kyung Yoo, Sang-Hun Lee, Gunhee Kim

* The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, pp. 490-498 
* In CVPR 2017. 9 pages + supplementary 17 pages 

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Encoding Video and Label Priors for Multi-label Video Classification on YouTube-8M dataset

Jul 12, 2017
Seil Na, Youngjae Yu, Sangho Lee, Jisung Kim, Gunhee Kim

* accepted at Youtube-8M CVPR'17 Workshop as Oral Presentation. Kaggle 8th model 

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Attend to You: Personalized Image Captioning with Context Sequence Memory Networks

Apr 25, 2017
Cesc Chunseong Park, Byeongchang Kim, Gunhee Kim

* Accepted paper at CVPR 2017 

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Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines

Dec 19, 2015
Hao Zhang, Zhiting Hu, Jinliang Wei, Pengtao Xie, Gunhee Kim, Qirong Ho, Eric Xing

* 14 pages, 8 figures, 6 tables 

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