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Songkuk Kim
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2020 – today
- 2024
- [j9]Seunghyuk Lee, Songkuk Kim:
Fusing Brilliance: Evaluating the Encoder-Decoder Hybrids With CNN and Swin Transformer for Medical Segmentation. IEEE Access 12: 81842-81852 (2024) - [c21]Juyeop Kim, Junha Park, Songkuk Kim, Jong-Seok Lee:
Curved Representation Space of Vision Transformers. AAAI 2024: 13142-13150 - [i7]Kichang Lee, Songkuk Kim, JeongGil Ko:
FLex&Chill: Improving Local Federated Learning Training with Logit Chilling. CoRR abs/2401.09986 (2024) - 2023
- [j8]Hanju Yoo, Linglong Dai, Songkuk Kim, Chan-Byoung Chae:
On the Role of ViT and CNN in Semantic Communications: Analysis and Prototype Validation. IEEE Access 11: 71528-71541 (2023) - 2022
- [c20]Namuk Park, Songkuk Kim:
How Do Vision Transformers Work? ICLR 2022 - [c19]Namuk Park, Songkuk Kim:
Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness. ICML 2022: 17390-17419 - [i6]Namuk Park, Songkuk Kim:
How Do Vision Transformers Work? CoRR abs/2202.06709 (2022) - [i5]Hanju Yoo, Taehun Jung, Linglong Dai, Songkuk Kim, Chan-Byoung Chae:
Demo: Real-Time Semantic Communications with a Vision Transformer. CoRR abs/2205.03886 (2022) - [i4]Juyeop Kim, Junha Park, Songkuk Kim, Jong-Seok Lee:
Curved Representation Space of Vision Transformers. CoRR abs/2210.05742 (2022) - 2021
- [j7]Namuk Park, Songkuk Kim:
FlexSketch: Estimation of Probability Density for Stationary and Non-Stationary Data Streams. Sensors 21(4): 1080 (2021) - [c18]Namuk Park, Taekyu Lee, Songkuk Kim:
Vector Quantized Bayesian Neural Network Inference for Data Streams. AAAI 2021: 9322-9330 - [i3]Namuk Park, Songkuk Kim:
Blurs Make Results Clearer: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness. CoRR abs/2105.12639 (2021) - 2020
- [c17]Jun-Ho Choi, Kyungmin Kim, Taejin Park, Junho Yun, Jong-Hwan Lee, Songkuk Kim, Hyunjung Shim, Jong-Seok Lee:
Real-time Integrated Human Activity Recognition System based on Multimodal User Understanding. IUI Companion 2020: 89-90
2010 – 2019
- 2019
- [j6]Taekyu Lee, Seong-Eun Moon, Jongsoo Baek, Jong-Seok Lee, Songkuk Kim:
Music for Sleep and Wake-Up: An Empirical Study. IEEE Access 7: 145816-145828 (2019) - [c16]Jongseo Lee, Kyoohyoung Rho, Kyu H. Park, Jae-Seok Kim, Sue Shin, Taek Soo Kim, Songkuk Kim:
Utilizing Negative Markers for Identifying Mycobacteria Species based on Mass Spectrometry with Machine Learning Methods. BIBM 2019: 1331-1337 - [i2]Namuk Park, Taekyu Lee, Songkuk Kim:
Differentiable Bayesian Neural Network Inference for Data Streams. CoRR abs/1907.05911 (2019) - 2017
- [j5]Yoonsu Shin, Songkuk Kim:
Virtualized ANR to Manage Resources for Optimization of Neighbour Cell Lists in 5G Mobile Wireless Networks. Mob. Inf. Syst. 2017: 9643401:1-9643401:9 (2017) - [c15]Jongseo Lee, Yoonsu Shin, Songkuk Kim, Kyoohyoung Rho, Kyu H. Park:
SVM Classification Model of Similar Bacteria Species using Negative Marker: Based on Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry. BIBE 2017: 145-150 - [c14]Yoonsu Shin, Jongseo Lee, Songkuk Kim:
Validity of Biosignal Processing System based on Haar Transform in IoT Application. BIBE 2017: 206-211 - [c13]Hojin Jung, Songkuk Kim:
Sigcon: Simplifying a Graph Based on Degree Correlation and Clustering Coefficient. HPCC/SmartCity/DSS 2017: 372-379 - [c12]Sunyoung Chung, Seonghoon Moon, Songkuk Kim:
The virtualized MPTCP proxy performance in cellular network. ICUFN 2017: 703-707 - [c11]Seonghoon Moon, Yoonsu Shin, Sunyoung Chung, Songkuk Kim:
Design and Analysis of Virtualized Caching Service on Cellular Infrastructure. MobiWac 2017: 45-54 - [c10]Chanyoung Park, Songkuk Kim:
Measuring the eccentricity of items. SMC 2017: 1226-1231 - [i1]Chanyoung Park, Songkuk Kim:
Measuring the Eccentricity of Items. CoRR abs/1709.10060 (2017) - 2016
- [j4]Seonghoon Moon, Juwan Yoo, Songkuk Kim:
Adaptive interface selection over cloud-based split-layer video streaming via multi-wireless networks. Future Gener. Comput. Syst. 56: 664-674 (2016) - [j3]Yoonsu Shin, Chan-Byoung Chae, Songkuk Kim:
Multivariate Multiple Regression Models for a Big Data-Empowered SON Framework in Mobile Wireless Networks. Mob. Inf. Syst. 2016: 3489193:1-3489193:10 (2016) - [j2]Seonghoon Moon, Juwan Yoo, Songkuk Kim:
Optimal Multi-Interface Selection for Mobile Video Streaming in Efficient Battery Consumption and Data Usage. Mob. Inf. Syst. 2016: 4871629:1-4871629:18 (2016) - [c9]Jie Zhang, Miryeong Kwon, Chanyoung Park, Myoungsoo Jung, Songkuk Kim:
ROSS: A Design of Read-Oriented STT-MRAM Storage for Energy-Efficient Non-Uniform Cache Architecture. INFLOW@OSDI 2016 - 2015
- [c8]Yoonsu Shin, Chan-Byoung Chae, Songkuk Kim:
Multiple regression models for a big data empowered SON framework. ICUFN 2015: 982-984 - [c7]Seonghoon Moon, Juwan Yoo, Songkuk Kim:
Exploiting Adaptive Multi-interface Selection to Improve QoS and Cost-Efficiency of Mobile Video Streaming. IEEE MS 2015: 134-141 - 2014
- [j1]Heeryon Cho, Songkuk Kim, Jongseo Lee, Jong-Seok Lee:
Data-driven integration of multiple sentiment dictionaries for lexicon-based sentiment classification of product reviews. Knowl. Based Syst. 71: 61-71 (2014) - [c6]Seonghoon Moon, Chanhyuk Jung, Jong-Seok Lee, Songkuk Kim:
On the Impact of Layer-Splitting for Cloud-Based SVC Streaming. FiCloud 2014: 210-215 - [c5]Seonghoon Moon, Suman Bae, Songkuk Kim:
Predicting the Near-Weekend Ticket Sales Using Web-Based External Factors and Box-Office Data. WI-IAT (1) 2014: 312-318 - 2013
- [c4]Heeryon Cho, Jong-Seok Lee, Songkuk Kim:
Enhancing Lexicon-Based Review Classification by Merging and Revising Sentiment Dictionaries. IJCNLP 2013: 463-470
2000 – 2009
- 2006
- [b1]Songkuk Kim:
Improving the dependability of computer networks. University of Michigan, USA, 2006 - [c3]Minkyong Kim, David Kotz, Songkuk Kim:
Extracting a Mobility Model from Real User Traces. INFOCOM 2006 - 2003
- [c2]Songkuk Kim, Kang G. Shin:
Improving Dependability of Real-Time Communication with Preplanned Backup Routes and Spare Resource Pool. IWQoS 2003: 195-214 - 2001
- [c1]Songkuk Kim, Daji Qiao, Sharath Kodase, Kang G. Shin:
Design and Evaluation of Routing Schemes for Dependable Real-Time Connections. DSN 2001: 285-294
Coauthor Index
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