RIMS Conference Papers

Recent Items

Collection's Items (Sorted by Submit Date in Descending order): 21 to 40 of 2973

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

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

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

Chen, Fuxiang; Hwang, Seugnwon; Choo, Jaegulresearcher; 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

Doctor AI: Predicting Clinical Events via Recurrent Neural Networks

Choi, Yoonjaeresearcher; Mohammad Taha Bahadori; Andy Schuetz; Walter F. Stewart; Jimeng Sun, Machine Learning for Healthcare Conference, pp.301 - 318, MLHC, 2016-08

Efficient Model for Image Classification With Regularization Tricks

Taehyeon Kim; Jonghyup Kim; Yun, Seyoungresearcher, NeurIPS 2019 Competition and Demonstration Track, NeurIPS, 2019-12-14

Learning De-biased Representations with Biased Representations

Bahng, Hyojin; Chun, Sanghyuk; Yun, Sangdoo; Choo, Jaegulresearcher; Oh, Seongjoon, 37th International Conference on Machine Learning, ICML 2020, International Conference on Machine Learning Group, 2020-07

Assessment of Fatigue Strain in Hard Coating on Colorless Polyimide Film under Folding via Digital Image Correlation Method

LEE, YUNG, The 20th International Meeting on Information Display, The Korean Information Display Society (KIDS), 2020-08-25

Multimodal Image Translation with Stochastic Style Representations and Mutual Information Loss

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

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

Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation

Kang, Minki; Han, Moonsu; Hwang, Sung Juresearcher, The 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, ACL, 2020-11-16

FEWER:Federated Weight Recovery

Shin,Y; Lee, G; Shin, S; Yun, Seyoungresearcher; Moon, Il-Chulresearcher, 1st Workshop on Distributed Machine Learning, DistributedML 2020, co-located with the 16th International Conference on emerging Networking EXperiments and Technologies, CoNEXT 2020, ACM, 2020-12-01

MONSTOR: An Inductive Approach for Estimating and Maximizing Influence over Unseen Networks

Ko, Jihoon; Lee, Kyuhan; Shin, Kijungresearcher; Park, Noseong, The 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, IEEE Computer Society, 2020-12-09

Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning

Nguyen, Tuan; Jeong, Hyewon; Yang, Eunho; Hwang, Sung Juresearcher, AAAI Conference on Artificial Intelligence 2021, AAAI, 2021-02-02

Bayesian Hierarchical Clustering with Exponential Family: Small-Variance Asymptotics and Reducibility

Lee, Juhoresearcher; Choi, Seungjin, 18th International Conference on Artificial Intelligence and Statistics (AISTATS), pp.581 - 589, Artificial Intelligence and Statistics, 2015-05-11

Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks

Yi, Joonyoung; Lee, Juhyuk; Kim, Kwang Joon; Hwang, Sung Juresearcher; Yang, Eunhoresearcher, Eighth International Conference on Learning Representations, ICLR 2020, International Conference on Learning Representations, 2020-04-27

Evolution of Real-world Hypergraphs: Patterns and Models without Oracles

Kook, Yunbum; Ko, Jihoon; Shin, Kijungresearcher, ICDM 2020: 20th IEEE International Conference on Data Mining, IEEE Computer Society, 2020-11-19

Analyzing the Role of Model Uncertainty for Electronic Health Records

Dusenberry, Michael W.; Tran, Dustin; Choi, Edwardresearcher; Kemp, Jonas; Nixon, Jeremy; Jerfel, Ghassen; Heller, Katherine; et al, 2020 ACM Conference on Health, Inference, and Learning, CHIL 2020, pp.204 - 213, Association for Computing Machinery, Inc, 2020-04

Homotopic approach of free-final-time continuous-low-thrust trajectory optimization

Lee, Jin Seongresearcher; Ahn, Jaemyungresearcher, 2020 AAS/AIAA Astrodynamics Specialist Virtual Lake Tahoe Conference, American Astronautical Society, 2020-08-11

Paraphrase diversification using counterfactual debiasing

Park, Sunghyun; Hwang, Seung-Won; Chen, Fuxiang; Choo, Jaegulresearcher; 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

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

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

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

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

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