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KLUE: Korean Language Understanding Evaluation


Jun 11, 2021
Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Yongsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Lyu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho

* 76 pages, 10 figures, 36 tables 

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Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning


Mar 22, 2021
Zheda Mai, Ruiwen Li, Hyunwoo Kim, Scott Sanner


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Integrated Grad-CAM: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks via Integrated Gradient-Based Scoring


Feb 15, 2021
Sam Sattarzadeh, Mahesh Sudhakar, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim

* 5 pages, 3 figures Accepted in 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021) 

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Ada-SISE: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks


Feb 15, 2021
Mahesh Sudhakar, Sam Sattarzadeh, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim

* 5 pages, 4 figures. Accepted in 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2021) 

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Online Continual Learning in Image Classification: An Empirical Survey


Jan 25, 2021
Zheda Mai, Ruiwen Li, Jihwan Jeong, David Quispe, Hyunwoo Kim, Scott Sanner


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Deep neural network for solving differential equations motivated by Legendre-Galerkin approximation


Oct 24, 2020
Bryce Chudomelka, Youngjoon Hong, Hyunwoo Kim, Jinyoung Park

* 19 pages, 7 figures, 1 table 

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Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation


Oct 01, 2020
Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, K. N. Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae

* 9 pages, 9 figures 

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Adversarial Shapley Value Experience Replay for Task-Free Continual Learning


Aug 31, 2020
Zheda Mai, Dongsub Shim, Jihwan Jeong, Scott Sanner, Hyunwoo Kim, Jongseong Jang


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Batch-level Experience Replay with Review for Continual Learning


Jul 11, 2020
Zheda Mai, Hyunwoo Kim, Jihwan Jeong, Scott Sanner


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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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Learning Not to Learn: Training Deep Neural Networks with Biased Data


Dec 26, 2018
Byungju Kim, Hyunwoo Kim, Kyungsu Kim, Sungjin Kim, Junmo Kim


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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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