Bohyung Han

According to our database1, Bohyung Han authored at least 112 papers between 2002 and 2021.

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Bibliography

2021
MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators.
CoRR, 2021

Open-Set Representation Learning through Combinatorial Embedding.
CoRR, 2021

Exemplar-Based Open-Set Panoptic Segmentation Network.
CoRR, 2021

Learning Student-Friendly Teacher Networks for Knowledge Distillation.
CoRR, 2021

Weakly Supervised Instance Segmentation by Deep Community Learning.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

2020
Weakly Supervised Instance Segmentation by Deep Multi-Task Community Learning.
CoRR, 2020

Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Operation-Aware Soft Channel Pruning using Differentiable Masks.
Proceedings of the 37th International Conference on Machine Learning, 2020

Efficient Decoupled Neural Architecture Search by Structure And Operation Sampling.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Traffic Accident Benchmark for Causality Recognition.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning to Optimize Domain Specific Normalization for Domain Generalization.
Proceedings of the Computer Vision - ECCV 2020, 2020

URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark.
Proceedings of the Computer Vision - ECCV 2020, 2020

Task-Aware Quantization Network for JPEG Image Compression.
Proceedings of the Computer Vision - ECCV 2020, 2020

Local-Global Video-Text Interactions for Temporal Grounding.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Adapt to Unseen Abnormal Activities Under Weak Supervision.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Reinforcing an Image Caption Generator Using Off-Line Human Feedback.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Context-Aware Zero-Shot Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Towards Oracle Knowledge Distillation with Neural Architecture Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Channel Attention Is All You Need for Video Frame Interpolation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Fine-Grained Neural Architecture Search.
CoRR, 2019

Learning to Optimize Domain Specific Normalization for Domain Generalization.
CoRR, 2019

Combinatorial Inference against Label Noise.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Stochastic Class-Based Hard Example Mining for Deep Metric Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning for Single-Shot Confidence Calibration in Deep Neural Networks Through Stochastic Inferences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Transfer Learning via Unsupervised Task Discovery for Visual Question Answering.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Streamlined Dense Video Captioning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Domain-Specific Batch Normalization for Unsupervised Domain Adaptation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Regularizing Neural Networks via Stochastic Branch Layers.
Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018
Confidence Calibration in Deep Neural Networks through Stochastic Inferences.
CoRR, 2018

Learning to Specialize with Knowledge Distillation for Visual Question Answering.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps.
Proceedings of the Computer Vision - ECCV 2018, 2018

Attentive Semantic Alignment with Offset-Aware Correlation Kernels.
Proceedings of the Computer Vision - ECCV 2018, 2018

Real-Time MDNet.
Proceedings of the Computer Vision - ECCV 2018, 2018

Weakly Supervised Action Localization by Sparse Temporal Pooling Network.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Progressive Attention Networks for Visual Attribute Prediction.
Proceedings of the British Machine Vision Conference 2018, 2018

Forget and Diversify: Regularized Refinement for Weakly Supervised Object Detection.
Proceedings of the Computer Vision - ACCV 2018, 2018

Product Quantized Translation for Fast Nearest Neighbor Search.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Rank-based voting with inclusion relationship for accurate image search.
Vis. Comput., 2017

Weakly Supervised Learning with Deep Convolutional Neural Networks for Semantic Segmentation: Understanding Semantic Layout of Images with Minimum Human Supervision.
IEEE Signal Process. Mag., 2017

Personalized Image Aesthetic Quality Assessment by Joint Regression and Ranking.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Visual Reference Resolution using Attention Memory for Visual Dialog.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Large-Scale Image Retrieval with Attentive Deep Local Features.
Proceedings of the IEEE International Conference on Computer Vision, 2017

MarioQA: Answering Questions by Watching Gameplay Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Superpixel-Based Tracking-by-Segmentation Using Markov Chains.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multi-object Tracking with Quadruplet Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Weakly Supervised Semantic Segmentation Using Web-Crawled Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

BranchOut: Regularization for Online Ensemble Tracking with Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Text-Guided Attention Model for Image Captioning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Weakly Supervised Semantic Segmentation Using Superpixel Pooling Network.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Motion Effects Synthesis for 4D Films.
IEEE Trans. Vis. Comput. Graph., 2016

Joint Image Clustering and Labeling by Matrix Factorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Hierarchical Attention Networks.
CoRR, 2016

Training Recurrent Answering Units with Joint Loss Minimization for VQA.
CoRR, 2016

Image Retrieval with Deep Local Features and Attention-based Keypoints.
CoRR, 2016

Modeling and Propagating CNNs in a Tree Structure for Visual Tracking.
CoRR, 2016

Interactive motion effects design for a moving object in 4D films.
Proceedings of the 22nd ACM Conference on Virtual Reality Software and Technology, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016


Image Question Answering Using Convolutional Neural Network with Dynamic Parameter Prediction.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Multi-domain Convolutional Neural Networks for Visual Tracking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Unsupervised Co-Activity Detection from Multiple Videos Using Absorbing Markov Chain.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Occlusion detection using horizontally segmented windows for vehicle tracking.
Multim. Tools Appl., 2015

Qualitative Tracking Performance Evaluation without Ground-Truth.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Tracking-by-Segmentation with Online Gradient Boosting Decision Tree.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Deconvolution Network for Semantic Segmentation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Appearance-Based Human Tracking.
Computer Vision, A Reference Guide, 2014

On-Line Video Event Detection by Constraint Flow.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Macrofeature layout selection for pedestrian localization and its acceleration using GPU.
Comput. Vis. Image Underst., 2014

Object Localization based on Structural SVM using Privileged Information.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Online Graph-Based Tracking.
Proceedings of the Computer Vision - ECCV 2014, 2014

Generalized Background Subtraction Using Superpixels with Label Integrated Motion Estimation.
Proceedings of the Computer Vision - ECCV 2014, 2014


Visual Tracking by Sampling Tree-Structured Graphical Models.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Joint Segmentation and Pose Tracking of Human in Natural Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Orderless Tracking through Model-Averaged Posterior Estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Multi-agent Event Detection: Localization and Role Assignment.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Modeling and segmentation of floating foreground and background in videos.
Pattern Recognit., 2012

Density-Based Multifeature Background Subtraction with Support Vector Machine.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Seam carving with forward gradient difference maps.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Online Video Segmentation by Bayesian Split-Merge Clustering.
Proceedings of the Computer Vision - ECCV 2012, 2012

A fast nearest neighbor search algorithm by nonlinear embedding.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

FaceReview: Supporting Interactive Exploration of Linked Heterogeneous Datasets for Unilateral Cleft Lip and Palate.
Proceedings of the AMIA 2012, 2012

Online Multi-target Tracking by Large Margin Structured Learning.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Multi-Camera Tracking with Adaptive Resource Allocation.
Int. J. Comput. Vis., 2011

Personalized video summarization with human in the loop.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Improving object localization using macrofeature layout selection.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Learning occlusion with likelihoods for visual tracking.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Generalized background subtraction based on hybrid inference by belief propagation and Bayesian filtering.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Scenario-based video event recognition by constraint flow.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Dynamic Resource Allocation by Ranking SVM for Particle Filter Tracking.
Proceedings of the British Machine Vision Conference, 2011

2010
Efficient extraction of human motion volumes by tracking.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Probabilistic fusion-based parameter estimation for visual tracking.
Comput. Vis. Image Underst., 2009

2008
Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Extracting Moving People from Internet Videos.
Proceedings of the Computer Vision, 2008

2007
Real-Time Subspace-Based Background Modeling Using Multi-channel Data.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

Probabilistic Fusion Tracking Using Mixture Kernel-Based Bayesian Filtering.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Semi-Parametric Model-Based Clustering for DNA Microarray Data.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Robust observations for object tracking.
Proceedings of the 2005 International Conference on Image Processing, 2005

On-Line Density-Based Appearance Modeling for Object Tracking.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Kernel-Based Bayesian Filtering for Object Tracking.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Object tracking by adaptive feature extraction.
Proceedings of the 2004 International Conference on Image Processing, 2004

Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2002
Robust Routing in Wireless Ad Hoc Networks.
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002


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