Sungwon Kim

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 43

Top Topics

Solar Radiation

Machine Learning

Diffusion Model

Top Venues

Publications

Akshit Arora, Rohan Badlani, Sungwon Kim, Rafael Valle, Bryan Catanzaro
Scaling NVIDIA's Multi-speaker Multi-lingual TTS Systems with Zero-Shot TTS to Indic Languages. CoRR (2024)
Meysam Alizamir, Jalal Shiri, Ahmad Fakheri Fard, Sungwon Kim, Alireza Docheshmeh Gorgij, Salim Heddam, Vijay P. Singh
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 transform. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park
Conditional Graph Information Bottleneck for Molecular Relational Learning. CoRR (2023)
Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park
Task-Equivariant Graph Few-shot Learning. KDD (2023)
Bekhzod Mustafaev, Sungwon Kim, Eungsoo Kim
Enhancing Metal Surface Defect Recognition Through Image Patching and Synthetic Defect Generation. IEEE Access 11 (2023)
Namkyeong Lee, Dongmin Hyun, Gyoung S. Na, Sungwon Kim, Junseok Lee, Chanyoung Park
Conditional Graph Information Bottleneck for Molecular Relational Learning. ICML (2023)
Sungwon Kim, Kevin J. Shih, Rohan Badlani, João Felipe Santos, Evelina Bakhturina, Mikyas Desta, Rafael Valle, Sungroh Yoon, Bryan Catanzaro
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech Prompting. NeurIPS (2023)
Salim Heddam, Khaled Merabet, Salah Difi, Sungwon Kim, Mariusz Ptak, Mariusz Sojka, Mohammad Zounemat-Kermani, Özgür Kisi
River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT. Ecol. Informatics 78 (2023)
Namkyeong Lee, Heewoong Noh, Sungwon Kim, Dongmin Hyun, Gyoung S. Na, Chanyoung Park
Predicting Density of States via Multi-modal Transformer. CoRR (2023)
Jihyeong Jung, Sangwoo Seo, Sungwon Kim, Chanyoung Park
Unsupervised Episode Generation for Graph Meta-learning. CoRR (2023)
Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park
Task-Equivariant Graph Few-shot Learning. CoRR (2023)
Jooyoung Choi, Jungbeom Lee, Chaehun Shin, Sungwon Kim, Hyunwoo Kim, Sungroh Yoon
Perception Prioritized Training of Diffusion Models. CoRR (2022)
Sungwon Kim, Heeseung Kim, Sungroh Yoon
Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data. CoRR (2022)
Kihwan Choi, Joon Seok Lim, Sungwon Kim
Self-supervised inter- and intra-slice correlation learning for low-dose CT image restoration without ground truth. Expert Syst. Appl. 209 (2022)
Jooyoung Choi, Jungbeom Lee, Chaehun Shin, Sungwon Kim, Hyunwoo Kim, Sungroh Yoon
Perception Prioritized Training of Diffusion Models. CVPR (2022)
Heeseung Kim, Sungwon Kim, Sungroh Yoon
Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance. ICML (2022)
Bekhzod Mustafaev, Tursunov Anvarjon, Sungwon Kim, Eungsoo Kim
A Novel Method to Inspect 3D Ball Joint Socket Products Using 2D Convolutional Neural Network with Spatial and Channel Attention. Sensors 22 (11) (2022)
Hai Tao, Mohammed Majeed Hameed, Haydar Abdulameer Marhoon, Mohammad Zounemat-Kermani, Salim Heddam, Sungwon Kim, Sadeq Oleiwi Sulaiman, Mou Leong Tan, Zulfaqar Sa'adi, Ali Danandeh Mehr, Mohammed Falah Allawi, Sani Isah Abba, Jasni Mohamad Zain, Mayadah W. Falah, Mehdi Jamei, Neeraj Dhanraj Bokde, Maryam Bayatvarkeshi, Mustafa Al-Mukhtar, Suraj Kumar Bhagat, Tiyasha Tiyasha, Khaled Mohamed Khedher, Nadhir Al-Ansari, Shamsuddin Shahid, Zaher Mundher Yaseen
Groundwater level prediction using machine learning models: A comprehensive review. Neurocomputing 489 (2022)
YongSoo Kim, Seungbin Park, Hannah Kim, Seung-seob Kim, Joon Seok Lim, Sungwon Kim, Kihwan Choi, Hyunseok Seo
A Bounding-Box Regression Model for Colorectal Tumor Detection in CT Images Via Two Contrary Networks. EMBC (2022)
Mahmood Shahabi, Mohammad Ali Ghorbani, Sujay Raghavendra Naganna, Sungwon Kim, Sinan Jasim Hadi, Samed Inyurt, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
Integration of Multiple Models with Hybrid Artificial Neural Network-Genetic Algorithm for Soil Cation-Exchange Capacity Prediction. Complex. 2022 (2022)
Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models. ICCV (2021)
Heeseung Kim, Sungwon Kim, Sungroh Yoon
Guided-TTS: Text-to-Speech with Untranscribed Speech. CoRR (2021)
Yonghyun Jeong, Jooyoung Choi, Sungwon Kim, Youngmin Ro, Tae-Hyun Oh, Doyeon Kim, Heonseok Ha, Sungroh Yoon
FICGAN: Facial Identity Controllable GAN for De-identification. CoRR (2021)
Jongyoon Song, Sungwon Kim, Sungroh Yoon
AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate. EMNLP (1) (2021)
Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models. CoRR (2021)
Meysam Alizamir, Sungwon Kim, Mohammad Zounemat-Kermani, Salim Heddam, Amin Hasanalipour Shahrabadi, Bahram Gharabaghi
Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model. Artif. Intell. Rev. 54 (4) (2021)
Jongyoon Song, Sungwon Kim, Sungroh Yoon
AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate. CoRR (2021)
Myeongjin Kim, Van Gia Truong, Sungwon Kim, Hyejin Kim, Thomas Hasenberg, Hyun Wook Kang
In Vivo Investigation of Noncontact Rapid Photothermal Hemostasis on Venous and Arterial Bleeding. IEEE Trans. Biomed. Eng. 68 (9) (2021)
Özgür Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim
Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods. Neural Process. Lett. 52 (3) (2020)
Kihwan Choi, Sungwon Kim
. EMBC (2020)
Mohammad Ali Ghorbani, Ravinesh C. Deo, Sungwon Kim, Mahsa Hasanpour Kashani, Vahid Karimi, Maryam Izadkhah
Development and evaluation of the cascade correlation neural network and the random forest models for river stage and river flow prediction in Australia. Soft Comput. 24 (16) (2020)
Jeroen Petrus Gerardus van Dijk, Bishnu Patra, Sushil Subramanian, Xiao Xue, Nodar Samkharadze, Andrea Corna, Charles Jeon, Farhana Sheikh, Esdras Juarez Hernandez, Brando Perez Esparza, Huzaifa Rampurawala, Brent R. Carlton, Surej Ravikumar, Carlos Nieva, Sungwon Kim, Hyung-Jin Lee, Amir Sammak, Giordano Scappucci, Menno Veldhorst, Lieven M. K. Vandersypen, Edoardo Charbon, Stefano Pellerano, Masoud Babaie, Fabio Sebastiano
A Scalable Cryo-CMOS Controller for the Wideband Frequency-Multiplexed Control of Spin Qubits and Transmons. IEEE J. Solid State Circuits 55 (11) (2020)
Bishnu Patra, Jeroen P. G. van Dijk, Sushil Subramanian, Andrea Corna, Xiao Xue, Charles Jeon, Farhana Sheikh, Esdras Juarez Hernandez, Brando Perez Esparza, Huzaifa Rampurawala, Brent R. Carlton, Nodar Samkharadze, Surej Ravikumar, Carlos Nieva, Sungwon Kim, Hyung-Jin Lee, Amir Sammak, Giordano Scappucci, Menno Veldhorst, Lieven M. K. Vandersypen, Masoud Babaie, Fabio Sebastiano, Edoardo Charbon, Stefano Pellerano
19.1 A Scalable Cryo-CMOS 2-to-20GHz Digitally Intensive Controller for 4×32 Frequency Multiplexed Spin Qubits/Transmons in 22nm FinFET Technology for Quantum Computers. ISSCC (2020)
Juhwan Noh, Geun Ho Gu, Sungwon Kim, Yousung Jung
Uncertainty-Quantified Hybrid Machine Learning/Density Functional Theory High Throughput Screening Method for Crystals. J. Chem. Inf. Model. 60 (4) (2020)
Jaehyeon Kim, Sungwon Kim, Jungil Kong, Sungroh Yoon
Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search. NeurIPS (2020)
Sang-gil Lee, Sungwon Kim, Sungroh Yoon
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity. NeurIPS (2020)
Sungwon Kim, Hyunae Park, Hwansoo Lee
The Diffusion Barriers of AI Mobility Service: the Case of TADA. ICAIIC (2020)
Kihwan Choi, Joon Seok Lim, Sungwon Kim
StatNet: Statistical Image Restoration for Low-Dose CT using Deep Learning. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Sang-gil Lee, Sungwon Kim, Sungroh Yoon
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity. CoRR (2020)
Jaehyeon Kim, Sungwon Kim, Jungil Kong, Sungroh Yoon
Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search. CoRR (2020)
Sungwon Kim, Sang-gil Lee, Jongyoon Song, Jaehyeon Kim, Sungroh Yoon
FloWaveNet : A Generative Flow for Raw Audio. ICML (2019)
Kihwan Choi, Malinda Vania, Sungwon Kim
Semi-Supervised Learning for Low-Dose CT Image Restoration with Hierarchical Deep Generative Adversarial Network (HD-GAN). EMBC (2019)
Sungwon Kim, Sang-gil Lee, Jongyoon Song, Sungroh Yoon
FloWaveNet : A Generative Flow for Raw Audio. CoRR (2018)
Sungwon Kim, Youngmin Seo, Vijay P. Singh
Assessment of Pan Evaporation Modeling Using Bootstrap Resampling and Soft Computing Methods. J. Comput. Civ. Eng. 29 (5) (2015)
Sungwon Kim, Youngmin Seo, Vijay P. Singh
Computation of Daily Solar Radiation Using Wavelet and Support Vector Machines: A Case Study. ICHSA (2015)
Youngmin Seo, Sungwon Kim, Vijay P. Singh
Physical Interpretation of River Stage Forecasting Using Soft Computing and Optimization Algorithms. ICHSA (2015)
Sungwon Kim, Seongyun Cho
Characteristics of Korean personal names. J. Assoc. Inf. Sci. Technol. 64 (1) (2013)
Sungwon Kim, Chul-Ho Lee, Do Young Eun
Superdiffusive Behavior of Mobile Nodes and Its Impact on Routing Protocol Performance. IEEE Trans. Mob. Comput. 9 (2) (2010)
Sungwon Kim, Do Young Eun
Age Invariant Regime for Multi-Source Content Update in Mobile Opportunistic Networks. GLOBECOM (2010)
Sungwon Kim
A mobile video service trial: TOEST. Libr. Hi Tech 27 (1) (2009)
Sungwon Kim, Chul-Ho Lee, Do Young Eun
Super-diffusive behavior of mobile nodes from GPS traces. ACM SIGMOBILE Mob. Comput. Commun. Rev. 12 (1) (2008)
Sungwon Kim, Do Do Eun
Impact of Super-Diffusive Behavior on Routing Performance in Delay Tolerant Networks. ICC (2008)