Bumsub Ham

Suhyun Kim

CoRR, February, 2025

Cerberus: Attribute-based person re-identification using semantic IDs.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2025

2024

PLoPS: Localization-aware person search with prototypical normalization.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions.

[BibT_eX]

[DOI]

Hyunju Lee

CoRR, 2024

Transition Rate Scheduling for Quantization-Aware Training.

[BibT_eX]

[DOI]

CoRR, 2024

FYI: Flip Your Images for Dataset Distillation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Instance-Aware Group Quantization for Vision Transformers.

[BibT_eX]

[DOI]

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

AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search.

[BibT_eX]

[DOI]

Junghyup Lee

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

2023

ACLS: Adaptive and Conditional Label Smoothing for Network Calibration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RankMixup: Ranking-Based Mixup Training for Network Calibration.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Learning Semantic Correspondence Exploiting an Object-Level Prior.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Disentangled Representations for Short-Term and Long-Term Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation.

[BibT_eX]

[DOI]

Donghyeon Baek

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SIF-NPU: A 28nm 3.48 TOPS/W 0.25 TOPS/mm<sup>2</sup> CNN Accelerator with Spatially Independent Fusion for Real-Time UHD Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022

OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Deformable Kernel Networks for Joint Image Filtering.

[BibT_eX]

[DOI]

Beomjun Kim

Int. J. Comput. Vis., 2021

Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences.

[BibT_eX]

[DOI]

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

Distance-aware Quantization.

[BibT_eX]

[DOI]

Dohyung Kim

Junghyup Lee

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

Video-based Person Re-identification with Spatial and Temporal Memory Networks.

[BibT_eX]

[DOI]

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

Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

Donghyeon Baek

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

Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Beomjun Kim

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

HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection.

[BibT_eX]

[DOI]

Jongyoun Noh

Sanghoon Lee

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

Network Quantization With Element-Wise Gradient Scaling.

[BibT_eX]

[DOI]

Junghyup Lee

Dohyung Kim

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

2020

Temporally Consistent Depth Prediction With Flow-Guided Memory Units.

[BibT_eX]

[DOI]

Chanho Eom

Hyunjong Park

IEEE Trans. Intell. Transp. Syst., 2020

Learning with Privileged Information for Efficient Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Memory-Guided Normality for Anomaly Detection.

[BibT_eX]

[DOI]

Hyunjong Park

Jongyoun Noh

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

Relation Network for Person Re-Identification.

[BibT_eX]

[DOI]

Hyunjong Park

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Structure-Texture Image Decomposition Using Deep Variational Priors.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

OCEAN: Object-centric arranging network for self-supervised visual representations learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

Deformable kernel networks for guided depth map upsampling.

[BibT_eX]

[DOI]

Beomjun Kim

CoRR, 2019

Learning Disentangled Representation for Robust Person Re-identification.

[BibT_eX]

[DOI]

Chanho Eom

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

SFNet: Learning Object-Aware Semantic Correspondence.

[BibT_eX]

[DOI]

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

2018

Proposal Flow: Semantic Correspondences from Object Proposals.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Robust Guided Image Filtering Using Nonconvex Potentials.

[BibT_eX]

[DOI]

Minsu Cho

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Session details: Oral Session 1.

[BibT_eX]

[DOI]

Proceedings of the 2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia, 2018

2017

Fast Domain Decomposition for Global Image Smoothing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Robust interactive image segmentation using structure-aware labeling.

[BibT_eX]

[DOI]

Changjae Oh

Expert Syst. Appl., 2017

Deep stereo confidence prediction for depth estimation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Unsupervised stereo matching using correspondence consistency.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Convolutional cost aggregation for robust stereo matching.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

SCNet: Learning Semantic Correspondence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Structure Selective Depth Superresolution for RGB-D Cameras.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Real-time rear obstacle detection using reliable disparity for driver assistance.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Efficient Splitting-based Method for Global Image Smoothing.

[BibT_eX]

[DOI]

CoRR, 2016

Proposal Flow.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Point-Cut: Interactive Image Segmentation Using Point Supervision.

[BibT_eX]

[DOI]

Changjae Oh

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Depth Superresolution by Transduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Unsupervised Texture Flow Estimation Using Appearance-Space Clustering and Correspondence.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Depth Analogy: Data-Driven Approach for Single Image Depth Estimation Using Gradient Samples.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Visual Fatigue Relaxation for Stereoscopic Video via Nonlinear Disparity Remapping.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2015

DASC: Dense adaptive self-correlation descriptor for multi-modal and multi-spectral correspondence.

[BibT_eX]

[DOI]

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

Robust image filtering using joint static and dynamic guidance.

[BibT_eX]

[DOI]

Minsu Cho

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

2014

Fast Global Image Smoothing Based on Weighted Least Squares.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Probability-Based Rendering for View Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Mahalanobis Distance Cross-Correlation for Illumination-Invariant Stereo Matching.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Local self-similarity frequency descriptor for multispectral feature matching.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Robust Stereo Matching Using Probabilistic Laplacian Surface Propagation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

A Generalized Random Walk With Restart and its Application in Depth Up-Sampling and Interactive Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Revisiting the Relationship Between Adaptive Smoothing and Anisotropic Diffusion With Modified Filters.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Space-Time Hole Filling With Random Walks in View Extrapolation for 3D Video.

[BibT_eX]

[DOI]

Sunghwan Choi

IEEE Trans. Image Process., 2013

Contextual information based visual saliency model.

[BibT_eX]

[DOI]

Seungchul Ryu

Proceedings of the IEEE International Conference on Image Processing, 2013

ABFT: Anisotropic binary feature transform based on structure tensor space.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Fast image retargeting via axis-aligned importance scaling.

[BibT_eX]

[DOI]

Sunghwan Choi

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Robust Scale-Space Filter Using Second-Order Partial Differential Equations.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Probabilistic Correspondence Matching using Random Walk with Restart.

[BibT_eX]

[DOI]

Changjae Oh

Proceedings of the British Machine Vision Conference, 2012

Hybrid approach for accurate depth acquisition with structured light and stereo camera.

[BibT_eX]

[DOI]

Proceedings of the IEEE international Symposium on Broadband Multimedia Systems and Broadcasting, 2012

2011

Cost aggregation with anisotropic diffusion in feature space for hybrid stereo matching.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Hole filling with random walks using occlusion constraints in view synthesis.

[BibT_eX]

[DOI]

Sunghwan Choi