Browse "RIMS Collection" by Author Choo, Jaegul

Showing results 1 to 35 of 35

1
3D cell instance segmentation via point proposals using cellular components

Choi, Jinho; Park, Junwoo; Min, Hyeong Seok; Cho, Hyungjoo; Lim, Sungbin; Choo, Jaegul, Imaging, Manipulation, and Analysis of Biomolecules, Cells, and Tissues XIX 2021, SPIE, 2021-03

2
A comparison of unsupervised dimension reduction algorithms for classification

Choo, Jaegul; Kim, Hyunsoo; Park, Haesun; Zha, Hongyuan, IEEE International Conference on Bioinformatics and Biomedicine, pp.71 - 77, IEEE COMPUTER SOC, 2007-11

3
AILA: Attentive Interactive Labeling Assistant for Document Classification through Attention-based Deep Neural Networks

Choi, Minsuk; Park, Cheonbok; Yang, Soyoung; Kim, Yonggyu; Choo, Jaegul; Hong, Sungsoo, 2019 CHI Conference on Human Factors in Computing Systems, CHI 2019, Association for Computing Machinery, 2019-05

4
An Empirical Experiment on Deep Learning Models for Predicting Traffic Data

Lee, Hyunwook; Park, Cheonbok; Jin, Seungmin; Chu, Hyeshin; Choo, Jaegul; Ko, Sungahn, 37th IEEE International Conference on Data Engineering (IEEE ICDE), pp.1817 - 1822, IEEE COMPUTER SOC, 2021-04

5
An Interactive Visual Testbed System for Dimension Reduction and Clustering of Large-scale High-dimensional Data

Choo, Jaegul; Lee, Hanseung; Liu, Zhicheng; Stasko, John; Park, Haesun, SPIE Conference on Visualization and Data Analysis (VDA), SPIE-INT SOC OPTICAL ENGINEERING, 2013-02

6
Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space

Kim, Beomsoo; Choi, Jang-Ho; Choo, Jaegul, The 13th Asian Conference on Machine Learning, ACML 2021, ACML, 2021-11-17

7
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks

Choi, Sungha; Kim, Joanne T.; Choo, Jaegul, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, pp.9370 - 9380, IEEE Computer Society, 2020-06

8
Coloring with limited data: Few-shot colorization via memory augmented networks

Yoo, Seungjoo; Bahng, Hyojin; Chung, Sunghyo; Lee, Junsoo; Chang, Jaehyuk; Choo, Jaegul, 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019, pp.11275 - 11284, IEEE Computer Society, 2019-06

9
Constructing a Multi-Modal Dialogue Dataset with Text-to-Image Replacement

Lee, Nyoungwoo; Shin, Suwon; Choo, Jaegul; Choi, Ho-Jin; Myaeng, Sung-Hyon, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), pp.897 - 906, Association for Computational Linguistics (ACL), 2021-08-02

10
Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE

Kim, Kangyeol; Park, Sunghyun; Lee, Junsoo; Lee, Joonseok; Kim, Sookyung; Choo, Jaegul; Choi, Edward, The 32nd British Machine Vision Conference, BMVC 2021, British Machine Vision Association (BMVA), 2021-11-24

11
Data analysis and processing for spatio-temporal forecasting

Lee, Hyoungwoo; Choo, Jaegul, 20th IEEE International Conference on Data Mining (ICDM), pp.737 - 739, IEEE COMPUTER SOC, 2020-11

12
Efficient adversarial audio synthesis via progressive upsampling

Cho, Youngwoo; Chang, Minwook; Lee, Sanghyeon; Lee, Hyoungwoo; Kim, Gerard-jounghyun; Choo, Jaegul, 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021, pp.3410 - 3414, Institute of Electrical and Electronics Engineers Inc., 2021-06-06

13
End-to-end Multi-task Learning of Missing Value Imputation and Forecasting in Time-Series Data

Kim, Jinhee; Kim, Taesung; Choi, Jang-Ho; Choo, Jaegul, 25th International Conference on Pattern Recognition (ICPR), pp.8849 - 8856, IEEE COMPUTER SOC, 2021-01

14
Exploring Unlabeled Faces for Novel Attribute Discovery

Bahng, Hyojin; Chung, Sunghyo; Yoo, Seungjoo; Choo, Jaegul, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, pp.5820 - 5829, IEEE Computer Society, 2020-06

15
HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting

Chung, Chaeyeon; Kim, Taewoo; Nam, Heylin; Choi, Seunghwan; Gu, Gyojung; Park, Sunghyun; Choo, Jaegul, The 32nd British Machine Vision Conference, BMVC 2021, British Machine Vision Association, 2021-11-24

16
Image-to-image translation via group-wise deep whitening-and-coloring transformation

Cho, Wonwoong; Choi, Sungha; Park, David Keetae; Shin, Inkyu; Choo, Jaegul, 32nd IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019, pp.10631 - 10639, IEEE Computer Society, 2019-06

17
Improving Face Recognition with Large Age Gaps by Learning to Distinguish Children

Lee, Jungsoo; Yun, Jooyeol; Park, Sunghyun; Kim, Yonggyu; Choo, Jaegul, The 32nd British Machine Vision Conference, BMVC 2021, British Machine Vision Association, 2021-11-22

18
Interactive Data Analysis Tool by Augmenting MATLAB with Semantic Objects

Lee, Changhyun; Choo, Jaegul; Chau, Duen Horng (Polo); Park, Haesun, IEEE 13th International Conference on Data Mining (ICDM), pp.1093 - 1096, IEEE Computer Society, 2013-12

19
Knowledge Graph-based Question Answering with Electronic Health Records

Park, Junwoo; Cho, Youngwoo; Lee, Haneol; Choo, Jaegul; Choi, Edward, Machine Learning for Healthcare Conference, Machine Learning for Healthcare, 2021-08-06

20
Learning De-biased Representations with Biased Representations

Bahng, Hyojin; Chun, Sanghyuk; Yun, Sangdoo; Choo, Jaegul; Oh, Seongjoon, 37th International Conference on Machine Learning, ICML 2020, pp.505 - 516, International Conference on Machine Learning Group, 2020-07

21
Learning Debiased Representation via Disentangled Feature Augmentation

Lee, Jungsoo; Kim, Eungyeup; Lee, Juyoung; Lee, Jihyeon; Choo, Jaegul, 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Conference on Neural Information Processing Systems, 2021-12-07

22
Learning to Focus and Track Extreme Climate Events

Kim, Sookyung; Park, Sunghyun; Chung, Sunghyo; Lee, Joonseok; Lee, Yunsung; Kim, Hyojin; Prabhat, Mr; et al, 30th British Machine Vision Conference, BMVC 2019, British Machine Vision Association (BMVA), 2019-09

23
Linear Discriminant Analysis for Data with Subcluster Structure

Park, Haesun; Choo, Jaegul; Drake, Barry L.; Kang, Jinwoo, 19th International Conference on Pattern Recognition (ICPR 2008), pp.579 - +, IEEE Computer Society, 2008-12

24
Multimodal Image Translation with Stochastic Style Representations and Mutual Information Loss

Na, Sanghyeon; Yoo, Seungjoo; Choo, Jaegul, 30th British Machine Vision Association annual conference on machine vision, image processing, and pattern recognition, BMVC 2020, British Machine Vision Association (BMVA), 2020-09

25
NeurQuRI: Neural Question Requirement Inspector for Answerability Prediction in Machine Reading Comprehension

Back, Seohyun; Chinthakindi, Sai; Kedia, Akhil; Lee, Haejun; Choo, Jaegul, 8th International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations Group, 2020-04

26
NL2pSQL: Generating Pseudo-SQL Queries from Under-specified Natural Language Question

Chen, Fuxiang; Hwang, Seugnwon; Choo, Jaegul; Ha, Jungwoo; Kim, Sunghun, 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, EMNLP, Special Interest Group on Linguistic Data & Corpus-based Approaches to Natural Language Processing, 2019-11

27
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations

Chen, Fuxiang; Kim, Mijung; Choo, Jaegul, The 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Association for Computational Linguistics, 2021-11-07

28
Paraphrase diversification using counterfactual debiasing

Park, Sunghyun; Hwang, Seung-Won; Chen, Fuxiang; Choo, Jaegul; Ha, Jung-Woo; Kim, Sunghun; Yim, Jinyeong, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Annual Conference on Innovative Applications of Artificial Intelligence, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, pp.6883 - 6891, AAAI Press, 2019-01

29
Recommender system using sequential and global preference via attention mechanism and topic modeling

Kang, Kyeongpil; Park, Junwoo; Kim, Wooyoung; Choe, Hojung; Choo, Jaegul, 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, pp.1543 - 1552, Association for Computing Machinery, 2019-11

30
Reference-based sketch image colorization using augmented-self reference and dense semantic correspondence

Lee, Junsoo; Kim, Eungyeup; Lee, Yunsung; Kim, Dongjun; Chang, Jaehyuk; Choo, Jaegul, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2020, pp.5800 - 5809, IEEE Computer Society, 2020-06

31
SANVis: Visual Analytics for Understanding Self-Attention Networks

Park, Cheonbok; Na, Inyoup; Jo, Yongjang; Shin, Sungbok; Yoo, Jaehyo; Kwon, Bum Chul; Zhao, Jian; et al, 2019 IEEE Visualization Conference, VIS 2019, pp.146 - 150, Institute of Electrical and Electronics Engineers Inc., 2019-10

32
ST-GRAT: Spatio-Temporal Graph Attention Network for Traffic Forecasting

Park, Cheonbok; Lee, Chunggi; Bahng, Hyojin; Tae, Yunwon; Jin, Seungmin; Kim, Kihwan; Ko, Sungahn; et al, 29th ACM International Conference on Information and Knowledge Management, CIKM 2020, Association for Computing Machinery, 2020-10

33
To Gather Together for a Better World: Understanding and Leveraging Communities in Micro-lending Recommendation

Choo, Jaegul; Lee, Daniel; Dilkina, Bistra; Zha, Hongyuan; Park, Haesun, 23rd International Conference on World Wide Web (WWW), pp.249 - 259, International World Wide Web Conference Committee, 2014-04

34
Understanding and Promoting Micro-Finance Activities in Kiva.org

Choo, Jaegul; Lee, Changhyun; Lee, Daniel; Zha, Hongyuan; Park, Haesun, 7th ACM International Conference on Web Search and Data Mining (WSDM), pp.583 - 592, ACM Special Interest Group on Information Retrieval (SIGIR), 2014-02

35
Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation

Park, Sunghyun; Kim, Kangyeol; Lee, Junsoo; Choo, Jaegul; Lee, Joonseok; Kim, Sookyung; Choi, Yoonjae, 35th AAAI Conference on Artificial Intelligence, pp.2412 - 2422, AAAI, 2021-02-09

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