We stand with Ukraine

We stand with Ukraine

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 75 papers between 1999 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

Online presence:

on mpi-inf.mpg.de

On csauthors.net:

Bibliography

2024

REP: Resource-Efficient Prompting for On-device Continual Learning.

[BibT_eX]

[DOI]

,

,

,

CoRR, 2024

RGBT-Dog: A Parametric Model and Pose Prior For Canine Body Analysis Data Creation.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Distributed Active Client Selection With Noisy Clients Using Model Association Scores.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

In Search of a Data Transformation that Accelerates Neural Field Training.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Robust Distributed Gradient Aggregation Using Projections onto Gradient Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Active Learning Guided by Efficient Surrogate Learners.

[BibT_eX]

[DOI]

,

,

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Active Deep Learning Guided by Efficient Gaussian Process Surrogates.

[BibT_eX]

[DOI]

,

,

CoRR, 2023

BoIR: Box-Supervised Instance Representation for Multi-Person Pose Estimation.

[BibT_eX]

[DOI]

,

,

Hyung Jin Chang

,

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.

[BibT_eX]

[DOI]

Tze Ho Elden Tse

,

,

,

,

,

Hyung Jin Chang

Proceedings of the Computer Vision - ECCV 2022, 2022

Active Label Correction Using Robust Parameter Update and Entropy Propagation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution.

[BibT_eX]

[DOI]

Tze Ho Elden Tse

,

,

,

Hyung Jin Chang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Robust Combination of Distributed Gradients Under Adversarial Perturbations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

,

,

,

CoRR, 2021

Improving Predictors via Combination Across Diverse Task Categories.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Testing using Privileged Information by Adapting Features with Statistical Dependence.

[BibT_eX]

[DOI]

,

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

End-to-End Detection and Pose Estimation of Two Interacting Hands.

[BibT_eX]

[DOI]

,

,

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Task-Aware Variational Adversarial Active Learning.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes.

[BibT_eX]

[DOI]

Youssef Alami Mejjati

,

,

,

,

,

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

Generating Object Stamps.

[BibT_eX]

[DOI]

Youssef Alami Mejjati

,

,

,

,

,

,

CoRR, 2020

Look Here! A Parametric Learning Based Approach to Redirect Visual Attention.

[BibT_eX]

[DOI]

Youssef A. Mejjati

,

,

,

,

Proceedings of the Computer Vision - ECCV 2020, 2020

Combining Task Predictors via Enhancing Joint Predictability.

[BibT_eX]

[DOI]

,

Christian Richardt

,

Hyung Jin Chang

Proceedings of the Computer Vision - ECCV 2020, 2020

RGBD-Dog: Predicting Canine Pose from RGBD Sensors.

[BibT_eX]

[DOI]

,

,

,

,

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.

[BibT_eX]

[DOI]

,

,

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Implicit Filter Sparsification In Convolutional Neural Networks.

[BibT_eX]

[DOI]

,

,

Christian Theobalt

CoRR, 2019

On Implicit Filter Level Sparsity in Convolutional Neural Networks.

[BibT_eX]

[DOI]

,

,

Christian Theobalt

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Joint Manifold Diffusion for Combining Predictions on Decoupled Observations.

[BibT_eX]

[DOI]

,

Hyung Jin Chang

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.

[BibT_eX]

[DOI]

,

,

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

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

[BibT_eX]

[DOI]

,

,

CoRR, 2018

Unsupervised Attention-guided Image-to-Image Translation.

[BibT_eX]

[DOI]

Youssef Alami Mejjati

,

Christian Richardt

,

,

,

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.

[BibT_eX]

[DOI]

,

Vivek Ramanujan

,

,

,

Proceedings of the Computer Vision - ECCV 2018, 2018

Multi-Task Learning by Maximizing Statistical Dependence.

[BibT_eX]

[DOI]

Youssef A. Mejjati

,

,

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

High-Order Tensor Regularization With Application to Attribute Ranking.

[BibT_eX]

[DOI]

,

,

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation.

[BibT_eX]

[DOI]

,

,

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.

[BibT_eX]

[DOI]

,

,

,

Proceedings of the British Machine Vision Conference 2018, 2018

Ranking CGANs: Subjective Control over Semantic Image Attributes.

[BibT_eX]

[DOI]

,

,

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Deep Convolutional Decision Jungle for Image Classification.

[BibT_eX]

[DOI]

,

,

CoRR, 2017

Real-Time Online Action Detection Forests Using Spatio-Temporal Contexts.

[BibT_eX]

[DOI]

,

,

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Cracking Android Pattern Lock in Five Attempts.

[BibT_eX]

[DOI]

,

,

,

,

,

,

Proceedings of the 24th Annual Network and Distributed System Security Symposium, 2017

Predictor Combination at Test Time.

[BibT_eX]

[DOI]

,

,

Christian Richardt

Proceedings of the IEEE International Conference on Computer Vision, 2017

Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking.

[BibT_eX]

[DOI]

,

,

Hanspeter Pfister

,

Christian Theobalt

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Semi-supervised Learning Based on Joint Diffusion of Graph Functions and Laplacians.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Generalizing wave gestures from sparse examples for real-time character control.

[BibT_eX]

[DOI]

,

,

,

Edilson de Aguiar

,

Hanspeter Pfister

,

Hans-Peter Seidel

,

Christian Theobalt

ACM Trans. Graph., 2015

Efficient Learning of Image Super-Resolution and Compression Artifact Removal with Semi-Local Gaussian Processes.

[BibT_eX]

[DOI]

,

,

,

,

Christian Theobalt

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Outdoor Human Motion Capture by Simultaneous Optimization of Pose and Camera Parameters.

[BibT_eX]

[DOI]

,

,

,

Christian Theobalt

Comput. Graph. Forum, 2015

Context-Guided Diffusion for Label Propagation on Graphs.

[BibT_eX]

[DOI]

,

,

Hanspeter Pfister

,

Christian Theobalt

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Local high-order regularization on data manifolds.

[BibT_eX]

[DOI]

,

,

Hanspeter Pfister

,

Christian Theobalt

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Semi-supervised learning with explicit relationship regularization.

[BibT_eX]

[DOI]

,

,

Hanspeter Pfister

,

Christian Theobalt

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Interactive motion mapping for real-time character control.

[BibT_eX]

[DOI]

,

,

,

,

Hans-Peter Seidel

,

Christian Theobalt

Comput. Graph. Forum, 2014

2013

Automatic noise modeling for ghost-free HDR reconstruction.

[BibT_eX]

[DOI]

Miguel Granados

,

,

,

Christian Theobalt

ACM Trans. Graph., 2013

Preference and artifact analysis for video transitions of places.

[BibT_eX]

[DOI]

,

,

,

,

Christian Theobalt

ACM Trans. Appl. Percept., 2013

Curvature-Aware Regularization on Riemannian Submanifolds.

[BibT_eX]

[DOI]

,

,

Christian Theobalt

Proceedings of the IEEE International Conference on Computer Vision, 2013

Denoising Strategies for Time-of-Flight Data.

[BibT_eX]

[DOI]

,

,

Henrik Schäfer

,

,

Stephan Meister

,

,

Christoph S. Garbe

,

Christian Theobalt

Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

2012

Videoscapes: exploring sparse, unstructured video collections.

[BibT_eX]

[DOI]

,

,

,

Christian Theobalt

ACM Trans. Graph., 2012

NoRM: No-Reference Image Quality Metric for Realistic Image Synthesis.

[BibT_eX]

[DOI]

,

,

Tunç Ozan Aydin

,

,

Karol Myszkowski

,

Hans-Peter Seidel

Comput. Graph. Forum, 2012

How Not to Be Seen - Object Removal from Videos of Crowded Scenes.

[BibT_eX]

[DOI]

Miguel Granados

,

,

,

,

,

Christian Theobalt

Comput. Graph. Forum, 2012

Match Graph Construction for Large Image Databases.

[BibT_eX]

[DOI]

,

,

Martin Theobald

,

,

Christian Theobalt

Proceedings of the Computer Vision - ECCV 2012, 2012

Background Inpainting for Videos with Dynamic Objects and a Free-Moving Camera.

[BibT_eX]

[DOI]

Miguel Granados

,

,

,

,

Christian Theobalt

Proceedings of the Computer Vision - ECCV 2012, 2012

Feature-Based Multi-video Synchronization with Subframe Accuracy.

[BibT_eX]

[DOI]

,

,

,

Hans-Peter Seidel

,

Christian Theobalt

Proceedings of the Pattern Recognition, 2012

Spatio-temporal motion tracking with unsynchronized cameras.

[BibT_eX]

[DOI]

,

,

,

,

Hans-Peter Seidel

,

Christian Theobalt

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.

[BibT_eX]

[DOI]

,

,

,

Christian Theobalt

Proceedings of the British Machine Vision Conference, 2012

2010

Single-Image Super-Resolution Using Sparse Regression and Natural Image Prior.

[BibT_eX]

[DOI]

,

IEEE Trans. Pattern Anal. Mach. Intell., 2010

2009

Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

,

Florian Steinke

,

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.

[BibT_eX]

[DOI]

Christian Walder

,

,

Bernhard Schölkopf

Proceedings of the Machine Learning, 2008

Automatic 3D face reconstruction from single images or video.

[BibT_eX]

[DOI]

,

,

,

Bernhard Schölkopf

,

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Example-Based Learning for Single-Image Super-Resolution.

[BibT_eX]

[DOI]

,

Proceedings of the Pattern Recognition, 2008

2005

Iterative Kernel Principal Component Analysis for Image Modeling.

[BibT_eX]

[DOI]

,

Matthias O. Franz

,

Bernhard Schölkopf

IEEE Trans. Pattern Anal. Mach. Intell., 2005

2004

Text information extraction in images and video: a survey.

[BibT_eX]

[DOI]

,

,

Pattern Recognit., 2004

2003

Texture-Based Approach for Text Detection in Images Using Support Vector Machines and Continuously Adaptive Mean Shift Algorithm.

[BibT_eX]

[DOI]

,

,

IEEE Trans. Pattern Anal. Mach. Intell., 2003

2002

Face recognition using kernel principal component analysis.

[BibT_eX]

[DOI]

,

,

IEEE Signal Process. Lett., 2002

Support Vector Machines for Texture Classification.

[BibT_eX]

[DOI]

,

,

,

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Face Recognition using Support Vector Machines with Local Correlation Kernels.

[BibT_eX]

[DOI]

,

,

Int. J. Pattern Recognit. Artif. Intell., 2002

Color Texture-Based Object Detection: An Application to License Plate Localization.

[BibT_eX]

[DOI]

,

,

Proceedings of the Pattern Recognition with Support Vector Machines, 2002

Text Scanner with Text Detection Technology on Image Sequences.

[BibT_eX]

[DOI]

,

,

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Support vector machine-based text detection in digital video.

[BibT_eX]

[DOI]

,

,

,

Pattern Recognit., 2001

1999

Decomposition of Chinese character into strokes using mathematical morphology.

[BibT_eX]

[DOI]

,

,

,

Pattern Recognit. Lett., 1999

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