Seunghyun Park

Wirel. Networks, July, 2024

CREPE: Coordinate-Aware End-to-End Document Parser.

[BibT_eX]

[DOI]

CoRR, 2024

Low-Power Scalable TSPI: A Modular Off-Chip Network for Edge AI Accelerators.

[BibT_eX]

[DOI]

IEEE Access, 2024

Dynamic Transmission and Delay Optimization Random Access for Reduced Power Consumption.

[BibT_eX]

[DOI]

IEEE Access, 2024

Localization and Manipulation of Immoral Visual Cues for Safe Text-to-Image Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Text-Driven Prototype Learning for Few-Shot Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 27th International Conference, 2024

CREPE: Coordinate-Aware End-to-End Document Parser.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

EGTR: Extracting Graph from Transformer for Scene Graph Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Bit-Separable Radix-4 Booth Multiplier for Power-Efficient CNN Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium in Low-Power and High-Speed Chips, 2024

2023

Cream: Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

An Embedding-Dynamic Approach to Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Integrated 3D Active Noise Cancellation Simulation and Synthesis Platform Using Tcl.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

Tcl-based Simulation Platform for Light-weight ResNet Implementation.

[BibT_eX]

[DOI]

Dongkyu Lee

Proceedings of the 20th International SoC Design Conference, 2023

Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Lightweighted FPGA Implementation of Even-Odd-Buffered Active Noise Canceller with On-Chip Convolution Acceleration Units.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Electronics, Information, and Communication, 2023

2022

A 80x60 Microbolometer CMOS Thermal Imager Integrated With a Low-Noise 12-B DAC.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2022

Fairness-Based Multi-AP Coordination Using Federated Learning in Wi-Fi 7.

[BibT_eX]

[DOI]

Sensors, 2022

DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting.

[BibT_eX]

[DOI]

CoRR, 2022

Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching.

[BibT_eX]

[DOI]

CoRR, 2022

Low-Power LiDAR Signal Processor with Point-of-Cloud Transformation Accelerator.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

Grounding Visual Representations with Texts for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

OCR-Free Document Understanding Transformer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Donut: Document Understanding Transformer without OCR.

[BibT_eX]

[DOI]

CoRR, 2021

SelfReg: Self-supervised Contrastive Regularization for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Combined oversampling and undersampling method based on slow-start algorithm for imbalanced network traffic.

[BibT_eX]

[DOI]

Computing, 2021

Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information.

[BibT_eX]

[DOI]

IEEE Access, 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

Development of CCTV Stream Annotation Tool for Preparing Office Occupancy Learning Dataset.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

SelfReg: Self-supervised Contrastive Regularization for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

An Energy-Efficient Deep Reinforcement Learning FPGA Accelerator for Online Fast Adaptation with Selective Mixed-precision Re-training.

[BibT_eX]

[DOI]

Proceedings of the IEEE Asian Solid-State Circuits Conference, 2021

Spatial Dependency Parsing for Semi-Structured Document Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Hierarchical Anomaly Detection Model for In-Vehicle Networks Using Machine Learning Algorithms.

[BibT_eX]

[DOI]

Jin-Young Choi

Sensors, 2020

Spatial Dependency Parsing for 2D Document Understanding.

[BibT_eX]

[DOI]

CoRR, 2020

Performance Comparison of Multi-class SVM with Oversampling Methods for Imbalanced Data Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances on Broad-Band Wireless Computing, Communication and Applications, 2020

Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019

Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information.

[BibT_eX]

[DOI]

CoRR, 2019

A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization.

[BibT_eX]

[DOI]

CoRR, 2019

ANN Based Intrusion Detection Model.

[BibT_eX]

[DOI]

Proceedings of the Web, Artificial Intelligence and Network Applications, 2019

2018

hc-OTU: A Fast and Accurate Method for Clustering Operational Taxonomic Units Based on Homopolymer Compaction.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

A 100mK-NETD 100ms-startup-time 80×60 micro-bolometer CMOS thermal imager integrated with a 0.234mm<sup>2</sup> 1.89μVrms noise 12b biasing DAC.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Solid-State Circuits Conference, 2018

Interpretable Prediction of Vascular Diseases from Electronic Health Records via Deep Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Bioinformatics and Bioengineering, 2018

2017

Deep Recurrent Neural Network-Based Identification of Precursor microRNAs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

deepMiRGene: Deep Neural Network based Precursor microRNA Prediction.

[BibT_eX]

[DOI]

CoRR, 2016

A Road Condition-based Routing and Greedy Data Forwarding Algorithm for VANETs.

[BibT_eX]

[DOI]

Ad Hoc Sens. Wirel. Networks, 2016

deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

2015

Multi-hop-based opportunistic concurrent directional transmission in 60 GHz WPANs.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

Computational prediction of competitive endogenous RNA.

[BibT_eX]

[DOI]

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015

2014

Distributed Relay-Assisted Retransmission Scheme for Wireless Home Networks.

[BibT_eX]

[DOI]