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Author search results
Exact matches
- Jungtaek Kim — disambiguation page
aka: Jung-Taek Kim - Jungtaek Kim 0001
University of Pittsburgh, PA, USA
Likely matches
- Jungtak Kim — disambiguation page
aka: Jung-Tak Kim
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Publication search results
found 81 matches
- 2024
- Jungtaek Kim:
Beyond Regrets: Geometric Metrics for Bayesian Optimization. CoRR abs/2401.01981 (2024) - Kwang-Sung Jun, Jungtaek Kim:
Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization. CoRR abs/2402.07341 (2024) - 2023
- Jungtaek Kim
, Seungjin Choi
:
BayesO: A Bayesian optimization framework in Python. J. Open Source Softw. 8(90): 5320 (2023) - Jungtaek Kim, Mingxuan Li, Oliver Hinder, Paul W. Leu:
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations. NeurIPS 2023 - Tackgeun You, Mijeong Kim, Jungtaek Kim, Bohyung Han:
Generative Neural Fields by Mixtures of Neural Implicit Functions. NeurIPS 2023 - Donghyun Kim
, Seungho Jeon
, Jiho Shin
, Jung-Taek Seo
:
OCR Meets the Dark Web: Identifying the Content Type Regarding Illegal and Cybercrime. WISA 2023: 201-212 - Jungtaek Kim:
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning. CoRR abs/2305.15612 (2023) - Jungtaek Kim, Jeongbeen Yoon, Minsu Cho:
Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions. CoRR abs/2310.07174 (2023) - Jungtaek Kim, Mingxuan Li, Oliver Hinder, Paul W. Leu:
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations. CoRR abs/2310.19053 (2023) - Tackgeun You, Mijeong Kim, Jungtaek Kim, Bohyung Han:
Generative Neural Fields by Mixtures of Neural Implicit Functions. CoRR abs/2310.19464 (2023) - 2022
- Ki-Wan Kang, Jung-Taek Seo, Sung Hoon Baek, Chul-Woo Kim, Ki-Woong Park:
SD-MTD: Software-Defined Moving-Target Defense for Cloud-System Obfuscation. KSII Trans. Internet Inf. Syst. 16(3): 1063-1075 (2022) - Jin-Kyum Kim
, Byung-Seo Park
, Woosuk Kim
, Jung-Tak Park
, Sol Lee
, Young-Ho Seo
:
Robust Estimation and Optimized Transmission of 3D Feature Points for Computer Vision on Mobile Communication Network. Sensors 22(21): 8563 (2022) - Byung-Seo Park
, Sol Lee
, Jung-Tak Park
, Jin-Kyum Kim
, Woosuk Kim
, Young-Ho Seo
:
Dynamic Reconstruction and Mesh Compression of 4D Volumetric Model Using Correspondence-Based Deformation for Streaming Service. Sensors 22(22): 8815 (2022) - Jungtaek Kim, Seungjin Choi:
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization. AISTATS 2022: 4359-4375 - Rylee Thompson, Boris Knyazev, Elahe Ghalebi, Jungtaek Kim, Graham W. Taylor:
On Evaluation Metrics for Graph Generative Models. ICLR 2022 - Jinhwi Lee, Jungtaek Kim, Hyunsoo Chung, Jaesik Park, Minsu Cho:
Learning to Assemble Geometric Shapes. IJCAI 2022: 1046-1052 - Jungtaek Kim, Seungjin Choi, Minsu Cho:
Combinatorial Bayesian optimization with random mapping functions to convex polytopes. UAI 2022: 1001-1011 - Rylee Thompson, Boris Knyazev, Elahe Ghalebi, Jungtaek Kim, Graham W. Taylor:
On Evaluation Metrics for Graph Generative Models. CoRR abs/2201.09871 (2022) - Jungtaek Kim, Seungjin Choi:
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization. CoRR abs/2202.10669 (2022) - Jinhwi Lee, Jungtaek Kim, Hyunsoo Chung, Jaesik Park, Minsu Cho:
Learning to Assemble Geometric Shapes. CoRR abs/2205.11809 (2022) - Seokjun Ahn, Jungtaek Kim, Minsu Cho, Jaesik Park:
Sequential Brick Assembly with Efficient Constraint Satisfaction. CoRR abs/2210.01021 (2022) - 2021
- Jungtaek Kim
, Michael McCourt, Tackgeun You, Saehoon Kim, Seungjin Choi:
Bayesian optimization with approximate set kernels. Mach. Learn. 110(5): 857-879 (2021) - Andres Ferraro
, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov
:
Melon Playlist Dataset: A Public Dataset for Audio-Based Playlist Generation and Music Tagging. ICASSP 2021: 536-540 - Hyunsoo Chung, Jungtaek Kim, Boris Knyazev, Jinhwi Lee, Graham W. Taylor, Jaesik Park, Minsu Cho:
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning. NeurIPS 2021: 5745-5757 - Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov:
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging. CoRR abs/2102.00201 (2021) - Hyunsoo Chung, Jungtaek Kim, Boris Knyazev, Jinhwi Lee, Graham W. Taylor, Jaesik Park, Minsu Cho:
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning. CoRR abs/2110.15481 (2021) - 2020
- Ji Woong Jang, SungMoon Kwon, SungJin Kim, Jungtaek Seo, Junhyoung Oh, Kyungho Lee:
Cybersecurity Framework for IIoT-Based Power System Connected to Microgrid. KSII Trans. Internet Inf. Syst. 14(5): 2221-2235 (2020) - Junggab Son
, Donghyun Kim
, Md. Zakirul Alam Bhuiyan, Rahman Mitchel Tashakkori, Jungtaek Seo
, Dong Hoon Lee
:
Privacy Enhanced Location Sharing for Mobile Online Social Networks. IEEE Trans. Sustain. Comput. 5(2): 279-290 (2020) - Janghoon Kim, Hyunpyo Choi
, Jiho Shin, Jung-Taek Seo:
Study on Anomaly Detection Technique in an Industrial Control System Based on Machine Learning. ICEA 2020: 47:1-47:5 - Junwon Kim, Jiho Shin, Jung-Taek Seo:
Research on PEB-LDR Data Analysis Technique for DLL Injection Detection on ICS Engineering Workstation. ICEA 2020: 35:1-35:7
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