Sungwon Kim - researchr alias

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Viewing Publication 1 - 38 from 38

2023

Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network coupled with wavelet transformMeysam Alizamir, Jalal Shiri, Ahmad Fakheri Fard, Sungwon Kim, Alireza Docheshmeh Gorgij, Salim Heddam, Vijay P. Singh. eaai, 123(Part A):106199, 2023. [doi]

River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWTSalim Heddam, Khaled Merabet, Salah Difi, Sungwon Kim, Mariusz Ptak, Mariusz Sojka, Mohammad Zounemat-Kermani, Özgür Kisi. ecoi, 78:102376, December 2023. [doi]

P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech PromptingSungwon Kim, Kevin J. Shih, Rohan Badlani, João Felipe Santos, Evelina Bakhturina, Mikyas Desta, Rafael Valle, Sungroh Yoon, Bryan Catanzaro. nips 2023: [doi]

Task-Equivariant Graph Few-shot LearningSungwon Kim, Junseok Lee 0002, Namkyeong Lee, Wonjoong Kim, SeungYoon Choi, Chanyoung Park. kdd 2023: 1120-1131 [doi]

Conditional Graph Information Bottleneck for Molecular Relational LearningNamkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee 0002, Chanyoung Park. icml 2023: 18852-18871 [doi]

Enhancing Metal Surface Defect Recognition Through Image Patching and Synthetic Defect GenerationBekhzod Mustafaev, Sungwon Kim, Eungsoo Kim. access, 11:113339-113359, 2023. [doi]

2022

Self-supervised inter- and intra-slice correlation learning for low-dose CT image restoration without ground truthKihwan Choi, Joon Seok Lim, Sungwon Kim. eswa, 209:118072, 2022. [doi]

Perception Prioritized Training of Diffusion ModelsJooyoung Choi, Jungbeom Lee, Chaehun Shin, Sungwon Kim, Hyunwoo Kim, Sungroh Yoon. cvpr 2022: 11462-11471 [doi]

A Bounding-Box Regression Model for Colorectal Tumor Detection in CT Images Via Two Contrary NetworksYongSoo Kim, Seungbin Park, Hannah Kim, Seung-seob Kim, Joon Seok Lim, Sungwon Kim, Kihwan Choi, Hyunseok Seo. embc 2022: 3793-3796 [doi]

Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier GuidanceHeeseung Kim, Sungwon Kim, Sungroh Yoon. icml 2022: 11119-11133 [doi]

A Novel Method to Inspect 3D Ball Joint Socket Products Using 2D Convolutional Neural Network with Spatial and Channel AttentionBekhzod Mustafaev, Tursunov Anvarjon, Sungwon Kim, Eungsoo Kim. sensors, 22(11):4192, 2022. [doi]

Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity PredictionMahmood Shahabi, Mohammad Ali Ghorbani, Sujay Raghavendra Naganna, Sungwon Kim, Sinan Jasim Hadi, Samed Inyurt, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen. complexity, 2022, 2022. [doi]

2021

Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network modelMeysam Alizamir, Sungwon Kim, Mohammad Zounemat-Kermani, Salim Heddam, Amin Hasanalipour Shahrabadi, Bahram Gharabaghi. air, 54(4):2863-2890, 2021. [doi]

ILVR: Conditioning Method for Denoising Diffusion Probabilistic ModelsJooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon. iccv 2021: 14347-14356 [doi]

In Vivo Investigation of Noncontact Rapid Photothermal Hemostasis on Venous and Arterial BleedingMyeongjin Kim, Van Gia Truong, Sungwon Kim, Hyejin Kim, Thomas Hasenberg, Hyun-Wook Kang. tbe, 68(9):2689-2697, 2021. [doi]

AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and TranslateJongyoon Song, Sungwon Kim, Sungroh Yoon. emnlp 2021: 1-14 [doi]

2020

*Kihwan Choi, Sungwon Kim. embc 2020: 1303-1306 [doi]

StatNet: Statistical Image Restoration for Low-Dose CT using Deep LearningKihwan Choi, Joon Seok Lim, Sungwon Kim. jstsp, 14(6):1137-1150, 2020. [doi]

Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in AustraliaMohammad Ali Ghorbani, Ravinesh C. Deo, Sungwon Kim, Mahsa Hasanpour Kashani, Vahid Karimi, Maryam Izadkhah. soco, 24(16):12079-12090, 2020. [doi]

The Diffusion Barriers of AI Mobility Service: the Case of TADASungwon Kim, Hyunae Park, Hwansoo Lee. icaiic 2020: 666-670 [doi]

Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment SearchJaehyeon Kim, Sungwon Kim, Jungil Kong, Sungroh Yoon. nips 2020: [doi]

NanoFlow: Scalable Normalizing Flows with Sublinear Parameter ComplexitySang Gil Lee, Sungwon Kim, Sungroh Yoon. nips 2020: [doi]

Uncertainty-Quantified Hybrid Machine Learning/Density Functional Theory High Throughput Screening Method for CrystalsJuhwan Noh, Geun Ho Gu, Sungwon Kim, Yousung Jung. jcisd, 60(4):1996-2003, 2020. [doi]

Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning MethodsÖzgür Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim. npl, 52(3):2297-2318, 2020. [doi]

2019

Semi-Supervised Learning for Low-Dose CT Image Restoration with Hierarchical Deep Generative Adversarial Network (HD-GAN)Kihwan Choi, Malinda Vania, Sungwon Kim. embc 2019: 2683-2686 [doi]

FloWaveNet : A Generative Flow for Raw AudioSungwon Kim, Sang Gil Lee, Jongyoon Song, Jaehyeon Kim, Sungroh Yoon. icml 2019: 3370-3378 [doi]

2015

Assessment of Pan Evaporation Modeling Using Bootstrap Resampling and Soft Computing MethodsSungwon Kim, Youngmin Seo, Vijay P. Singh. jccee, 29(5), 2015. [doi]

Computation of Daily Solar Radiation Using Wavelet and Support Vector Machines: A Case StudySungwon Kim, Youngmin Seo, Vijay P. Singh. ichsa 2016: 279-284 [doi]

Physical Interpretation of River Stage Forecasting Using Soft Computing and Optimization AlgorithmsYoungmin Seo, Sungwon Kim, Vijay P. Singh. ichsa 2016: 259-266 [doi]

2013

Characteristics of Korean personal namesSungwon Kim, Seongyun Cho. jasis, 64(1):86-95, 2013. [doi]

2010

Age Invariant Regime for Multi-Source Content Update in Mobile Opportunistic NetworksSungwon Kim, Do Young Eun. globecom 2010: 1-5 [doi]

Superdiffusive Behavior of Mobile Nodes and Its Impact on Routing Protocol PerformanceSungwon Kim, Chul-Ho Lee, Do Young Eun. tmc, 9(2):288-304, 2010. [doi]

2009

A mobile video service trial: TOESTSungwon Kim. lht, 27(1):134-150, 2009. [doi]

2008

Impact of Super-Diffusive Behavior on Routing Performance in Delay Tolerant NetworksSungwon Kim, Do Do Eun. icc 2008: 2941-2945 [doi]

Super-diffusive behavior of mobile nodes from GPS tracesSungwon Kim, Chul-Ho Lee, Do Young Eun. sigmobile, 12(1):28-30, 2008. [doi]

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