Kwang In Kim

Orcid: 0000-0002-6470-4571

Affiliations:
  • Lancaster University, School of Computing & Communications
  • Max Planck Institute for Informatics
  • Saarland University, Department of Mathematics and Computer Science
  • Max Planck Institute for Intelligent Systems
  • Korea Advanced Institute of Science, Computer Science Department
  • Kyungpook National University, Department of Computer Engineering


According to our database1, Kwang In Kim authored at least 72 papers between 1999 and 2024.

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Bibliography

2024
Robust Distributed Gradient Aggregation Using Projections onto Gradient Manifolds.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Active Learning Guided by Efficient Surrogate Learners.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
In Search of a Data Transformation That Accelerates Neural Field Training.
CoRR, 2023

Active Deep Learning Guided by Efficient Gaussian Process Surrogates.
CoRR, 2023

BoIR: Box-Supervised Instance Representation for Multi-Person Pose Estimation.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
S<sup>2</sup>Contact: Graph-Based Network for 3D Hand-Object Contact Estimation with Semi-supervised Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Active Label Correction Using Robust Parameter Update and Entropy Propagation.
Proceedings of the Computer Vision - ECCV 2022, 2022

Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Robust Combination of Distributed Gradients Under Adversarial Perturbations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
DynaDog+T: A Parametric Animal Model for Synthetic Canine Image Generation.
CoRR, 2021

Improving Predictors via Combination Across Diverse Task Categories.
Proceedings of the 38th International Conference on Machine Learning, 2021

Testing using Privileged Information by Adapting Features with Statistical Dependence.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

End-to-End Detection and Pose Estimation of Two Interacting Hands.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Task-Aware Variational Adversarial Active Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Generating Object Stamps.
CoRR, 2020

Look Here! A Parametric Learning Based Approach to Redirect Visual Attention.
Proceedings of the Computer Vision - ECCV 2020, 2020

Combining Task Predictors via Enhancing Joint Predictability.
Proceedings of the Computer Vision - ECCV 2020, 2020

RGBD-Dog: Predicting Canine Pose from RGBD Sensors.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Weakly-Supervised Domain Adaptation via GAN and Mesh Model for Estimating 3D Hand Poses Interacting Objects.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Implicit Filter Sparsification In Convolutional Neural Networks.
CoRR, 2019

On Implicit Filter Level Sparsity in Convolutional Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Joint Manifold Diffusion for Combining Predictions on Decoupled Observations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Ranking Generative Adversarial Networks: Subjective Control over Semantic Image Attributes.
CoRR, 2018

Unsupervised Attention-guided Image-to-Image Translation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Improving Shape Deformation in Unsupervised Image-to-Image Translation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Multi-Task Learning by Maximizing Statistical Dependence.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

High-Order Tensor Regularization With Application to Attribute Ranking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-Task Deep Networks for Depth-Based 6D Object Pose and Joint Registration in Crowd Scenarios.
Proceedings of the British Machine Vision Conference 2018, 2018

Ranking CGANs: Subjective Control over Semantic Image Attributes.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Deep Convolutional Decision Jungle for Image Classification.
CoRR, 2017

Real-Time Online Action Detection Forests Using Spatio-Temporal Contexts.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Cracking Android Pattern Lock in Five Attempts.
Proceedings of the 24th Annual Network and Distributed System Security Symposium, 2017

Predictor Combination at Test Time.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Semi-supervised Learning Based on Joint Diffusion of Graph Functions and Laplacians.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Generalizing wave gestures from sparse examples for real-time character control.
ACM Trans. Graph., 2015

Efficient Learning of Image Super-Resolution and Compression Artifact Removal with Semi-Local Gaussian Processes.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Outdoor Human Motion Capture by Simultaneous Optimization of Pose and Camera Parameters.
Comput. Graph. Forum, 2015

Context-Guided Diffusion for Label Propagation on Graphs.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Local high-order regularization on data manifolds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Semi-supervised learning with explicit relationship regularization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Interactive motion mapping for real-time character control.
Comput. Graph. Forum, 2014

2013
Automatic noise modeling for ghost-free HDR reconstruction.
ACM Trans. Graph., 2013

Preference and artifact analysis for video transitions of places.
ACM Trans. Appl. Percept., 2013

Curvature-Aware Regularization on Riemannian Submanifolds.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Denoising Strategies for Time-of-Flight Data.
Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

2012
Videoscapes: exploring sparse, unstructured video collections.
ACM Trans. Graph., 2012

NoRM: No-Reference Image Quality Metric for Realistic Image Synthesis.
Comput. Graph. Forum, 2012

How Not to Be Seen - Object Removal from Videos of Crowded Scenes.
Comput. Graph. Forum, 2012

Match Graph Construction for Large Image Databases.
Proceedings of the Computer Vision - ECCV 2012, 2012

Background Inpainting for Videos with Dynamic Objects and a Free-Moving Camera.
Proceedings of the Computer Vision - ECCV 2012, 2012

Feature-Based Multi-video Synchronization with Subframe Accuracy.
Proceedings of the Pattern Recognition, 2012

Spatio-temporal motion tracking with unsynchronized cameras.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Efficient Learning-based Image Enhancement: Application to Super-resolution and Compression Artifact Removal.
Proceedings of the British Machine Vision Conference, 2012

2010
Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

2009
Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008
Sparse multiscale gaussian process regression.
Proceedings of the Machine Learning, 2008

Automatic 3D face reconstruction from single images or video.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Example-Based Learning for Single-Image Super-Resolution.
Proceedings of the Pattern Recognition, 2008

2005
Iterative Kernel Principal Component Analysis for Image Modeling.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

2004
Text information extraction in images and video: a survey.
Pattern Recognit., 2004

2003
Texture-Based Approach for Text Detection in Images Using Support Vector Machines and Continuously Adaptive Mean Shift Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

2002
Face recognition using kernel principal component analysis.
IEEE Signal Process. Lett., 2002

Support Vector Machines for Texture Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Face Recognition using Support Vector Machines with Local Correlation Kernels.
Int. J. Pattern Recognit. Artif. Intell., 2002

Color Texture-Based Object Detection: An Application to License Plate Localization.
Proceedings of the Pattern Recognition with Support Vector Machines, 2002

Text Scanner with Text Detection Technology on Image Sequences.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Support vector machine-based text detection in digital video.
Pattern Recognit., 2001

1999
Decomposition of Chinese character into strokes using mathematical morphology.
Pattern Recognit. Lett., 1999


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