Jongseok Lee

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 38

Top Topics

Gaussian Processes

Top Venues

Publications

Jianxiang Feng, Jongseok Lee, Simon Geisler, Stephan Günnemann, Rudolph Triebel
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning. CoRR (2023)
Younhee Kim, Se-Yoon Jeong, Jooyoung Lee, Jongseok Lee, Minsub Kim
Pixel-Unshuffled Multi-level Feature Map Compression for FCVCM. VCIP (2023)
Jongseok Lee, W. F. J. Olsman, Rudolph Triebel
Learning Fluid Flow Visualizations From In-Flight Images With Tufts. IEEE Robotics Autom. Lett. 8 (6) (2023)
Jongseok Lee, Sunjin Kim, Namseok Ko
The Study on SRv6 for User Plane in 5G-Advanced and 6G Mobile Networks. ICTC (2023)
Dominik Schnaus, Jongseok Lee, Daniel Cremers, Rudolph Triebel
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks. ICML (2023)
Jongseok Lee, Donggyu Sim
Semi-Supervised Learning for Spiking Neural Networks Based on Spike-Timing-Dependent Plasticity. IEEE Access 11 (2023)
Dominik Schnaus, Jongseok Lee, Daniel Cremers, Rudolph Triebel
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks. CoRR (2023)
Jianxiang Feng, Jongseok Lee, Simon Geisler, Stephan Günnemann, Rudolph Triebel
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning. CoRL (2023)
Jongseok Lee, Ribin Balachandran, Konstantin Kondak, Andre Coelho, Marco De Stefano, Matthias Humt, Jianxiang Feng, Tamim Asfour, Rudolph Triebel
Virtual Reality via Object Pose Estimation and Active Learning: Realizing Telepresence Robots with Aerial Manipulation Capabilities. Field Robotics 3 (1) (2023)
Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiaoxiang Zhu
A survey of uncertainty in deep neural networks. Artif. Intell. Rev. 56 (S1) (2023)
Jongseok Lee, Ribin Balachandran, Konstantin Kondak, Andre Coelho, Marco De Stefano, Matthias Humt, Jianxiang Feng, Tamim Asfour, Rudolph Triebel
Virtual Reality via Object Poses and Active Learning: Realizing Telepresence Robots with Aerial Manipulation Capabilities. CoRR (2022)
Jongseok Lee, Namseok Ko
An Architecture for Named Data Networking over IP Core Network. ICTC (2022)
Jianxiang Feng, Jongseok Lee, Maximilian Durner, Rudolph Triebel
Bayesian Active Learning for Sim-to-Real Robotic Perception. IROS (2022)
Sunjin Kim, Jongseok Lee, Noik Park, Namseok Ko
The Analysis of Use Case, Effects and Considerations for SRv6-based Mobile User Plane. ICTC (2022)
Jaehwan Kim, Soo Min Kang, Kwang Pyo Choi, Youngo Park, Chaeeun Lee, Jongseok Lee
High-Frequency Preserving Image Downscaler. ICIP (2021)
Dong-Myung Sul, Sung-Hyuk Byun, Jongseok Lee, Namseok Ko
Countering Interest flooding DDoS attacks in NDN Network. ICTC (2021)
Jianxiang Feng, Jongseok Lee, Maximilian Durner, Rudolph Triebel
Bridging the Last Mile in Sim-to-Real Robot Perception via Bayesian Active Learning. CoRR (2021)
Ismail Marzuki, Jongseok Lee, Wahyu Wiratama, Donggyu Sim
Deep Convolutional Feature-Driven Rate Control for the HEVC Encoders. IEEE Access 9 (2021)
Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiao Xiang Zhu
A Survey of Uncertainty in Deep Neural Networks. CoRR (2021)
Jongseok Lee, Jianxiang Feng, Matthias Humt, Marcus Gerhard Müller, Rudolph Triebel
Trust Your Robots! Predictive Uncertainty Estimation of Neural Networks with Sparse Gaussian Processes. CoRR (2021)
Jongseok Lee, Jianxiang Feng, Matthias Humt, Marcus Gerhard Müller, Rudolph Triebel
Trust Your Robots! Predictive Uncertainty Estimation of Neural Networks with Sparse Gaussian Processes. CoRL (2021)
Jongseok Lee, Matthias Humt, Jianxiang Feng, Rudolph Triebel
Estimating Model Uncertainty of Neural Networks in Sparse Information Form. ICML (2020)
Matthias Humt, Jongseok Lee, Rudolph Triebel
Bayesian Optimization Meets Laplace Approximation for Robotic Introspection. CoRR (2020)
Jongseok Lee, Ribin Balachandran, Yuri S. Sarkisov, Marco De Stefano, Andre Coelho, Kashmira Shinde, Min Jun Kim, Rudolph Triebel, Konstantin Kondak
Visual-Inertial Telepresence for Aerial Manipulation. CoRR (2020)
Jongseok Lee, Matthias Humt, Jianxiang Feng, Rudolph Triebel
Estimating Model Uncertainty of Neural Networks in Sparse Information Form. CoRR (2020)
Kashmira Shinde, Jongseok Lee, Matthias Humt, Aydin Sezgin, Rudolph Triebel
Learning Multiplicative Interactions with Bayesian Neural Networks for Visual-Inertial Odometry. CoRR (2020)
Jongseok Lee, Ribin Balachandran, Yuri S. Sarkisov, Marco De Stefano, Andre Coelho, Kashmira Shinde, Min Jun Kim, Rudolph Triebel, Konstantin Kondak
Visual-Inertial Telepresence for Aerial Manipulation. ICRA (2020)
Jangsoo Park, Jongseok Lee, Donggyu Sim
Low-complexity CNN with 1D and 2D filters for super-resolution. J. Real Time Image Process. 17 (6) (2020)
Ismail Marzuki, Jongseok Lee, Donggyu Sim
Optimal CTU-Level Rate Control Model for HEVC Based on Deep Convolutional Features. IEEE Access 8 (2020)
Sung-Hyuk Byun, Jongseok Lee, Dong-Myung Sul, Namseok Ko
Multi-Worker NFD: an NFD-compatible High-speed NDN Forwarder. ICN (2020)
Wahyu Wiratama, Jongseok Lee, Donggyu Sim
Change Detection on Multi-Spectral Images Based on Feature-level U-Net. IEEE Access 8 (2020)
Seungwon Yang, Jongseok Lee
Functional Expansion of Morphological Analyzer For Efficient Korean Parsing. SNPD (2018)
Khanh Quoc Dinh, Jongseok Lee, Jaehwan Kim, Youngo Park, Kwangpyo Choi, Jeonghoon Park
Only-Reference Video Quality Assessment for Video Coding Using Convolutional Neural Network. ICIP (2018)
Byeongdo Kang, Jongseok Lee
Estimating Procedure for Function Point Analysis in Korea. SNPD (2018)
Jongseok Lee, Tin Muskardin, Cristina Ruiz Pacz, Philipp Oettershagen, Thomas Stastny, Inkyu Sa, Roland Siegwart, Konstantin Kondak
Towards Autonomous Stratospheric Flight: A Generic Global System Identification Framework for Fixed-Wing Platforms. IROS (2018)
Byeongdo Kang, Jongseok Lee
Estimating Procedure for Function Point and Development Cost in South Korea. Int. J. Networked Distributed Comput. 6 (3) (2018)
Jongseok Lee, Hyunjae Lee, Dong-Kyu Lee, Seoung-Jun Oh
A compressed-domain corner detection method for a DCT-based compressed image. ICCE (2017)
Hyunjae Lee, Jongseok Lee, Dong-Kyu Lee, Seoung-Jun Oh
A novel scheme for extracting a JPEG image from an HEVC compressed video. ICCE (2017)
Heejung Kim, Jongseok Lee, Ikhyun Park, Hyungkyung Kim, Dong-Hoon Yi, Taesung Hur
The upcoming new standard HTTP/2 and its impact on multi-domain websites. APNOMS (2015)
Jongseok Lee, Seungwon Yang, Roger Y. Lee, Byeongdo Kang
Implementation of Delivery Application Using a Development Method for Mobile Applications. ACIT-CSI (2015)
Byeongdo Kang, Jongseok Lee, Jonathan Kissinger, Roger Y. Lee
A Procedure for the Development of Mobile Applications Software. Software Engineering Research, Management and Applications (2014)
Jongseok Lee, Sungyul Choe, Seungyong Lee
Compression of 3D Mesh Geometry and Vertex Attributes for Mobile Graphics. J. Comput. Sci. Eng. 4 (3) (2010)
Jongseok Lee, Sungyul Choe, Seungyong Lee
Mesh Geometry Compression for Mobile Graphics. CCNC (2010)
Eocman Lee, Jeho Lee, Jongseok Lee
Reconsideration of the Winner-Take-All Hypothesis: Complex Networks and Local Bias. Manag. Sci. 52 (12) (2006)
Euisun Choi, Jongseok Lee, Joonhyun Yoon
Feature Extraction for Bank Note Classification Using Wavelet Transform. ICPR (2) (2006)
Jongseok Lee, Jeho Lee, Habin Lee
Exploration and Exploitation in the Presence of Network Externalities. Manag. Sci. 49 (4) (2003)