Sungrae Park

Proceedings of the Computer Vision - ECCV 2022, 2022

Domain Generalization by Mutual-Information Regularization with Pre-trained Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

BROS: A Layout-Aware Pre-trained Language Model for Understanding Documents.

[BibT_eX]

[DOI]

CoRR, 2021

RewriteNet: Realistic Scene Text Image Generation via Editing Text in Real-world Image.

[BibT_eX]

[DOI]

CoRR, 2021

Domain Generalization Needs Stochastic Weight Averaging for Robustness on Domain Shifts.

[BibT_eX]

[DOI]

CoRR, 2021

SWAD: Domain Generalization by Seeking Flat Minima.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition Models.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching.

[BibT_eX]

[DOI]

Mingi Ji

Byeongho Heo

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Dirichlet Variational Autoencoder.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Character Region Attention for Text Spotting.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Hierarchical Context Enabled Recurrent Neural Network for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Adversarial Dropout for Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Hierarchical prescription pattern analysis with symptom labels.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

Diagnosis Prediction via Medical Context Attention Networks Using Deep Generative Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Adversarial Dropout for Supervised and Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Identifying prescription patterns with a topic model of diseases and medications.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

2015

Efficient extraction of domain specific sentiment lexicon with active learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Associative topic models with numerical time series.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2015

Supervised Dynamic Topic Models for Associative Topic Extraction with A Numerical Time Series.

[BibT_eX]

[DOI]

Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, 2015

2014

Disease-medicine topic model for prescription record mining.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Modeling multiple fields of collective emotions with brownian agent-based model.

[BibT_eX]

[DOI]