Byeongho Heo

Orcid: 0000-0003-2134-6345

According to our database¹, Byeongho Heo authored at least 48 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2024

Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Masked Image Modeling via Dynamic Token Morphing.

[BibT_eX]

[DOI]

Taekyung Kim

Dongyoon Han

Byeongho Heo

CoRR, 2024

Lipsum-FT: Robust Fine-Tuning of Zero-Shot Models Using Random Text Guidance.

[BibT_eX]

[DOI]

Giung Nam

Byeongho Heo

Juho Lee

Proceedings of the Twelfth International Conference on Learning Representations, 2024

SeiT++: Masked Token Modeling Improves Storage-Efficient Training.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs.

[BibT_eX]

[DOI]

Donghyun Kim

Byeongho Heo

Dongyoon Han

Proceedings of the Computer Vision - ECCV 2024, 2024

Learning with Unmasked Tokens Drives Stronger Vision Learners.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Similarity of Neural Architectures Using Adversarial Attack Transferability.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Rotary Position Embedding for Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Forging Tokens for Improved Storage-efficient Training.

[BibT_eX]

[DOI]

CoRR, 2023

Match me if you can: Semantic Correspondence Learning with Unpaired Images.

[BibT_eX]

[DOI]

CoRR, 2023

Longer-range Contextualized Masked Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2023

Augmenting Sub-model to Improve Main Model.

[BibT_eX]

[DOI]

CoRR, 2023

What Do Self-Supervised Vision Transformers Learn?

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage.

[BibT_eX]

[DOI]

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

Scratching Visual Transformer's Back with Uniform Attention.

[BibT_eX]

[DOI]

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

2022

Rollback Ensemble With Multiple Local Minima in Fine-Tuning Deep Learning Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Group Generalized Mean Pooling for Vision Transformer.

[BibT_eX]

[DOI]

CoRR, 2022

Similarity of Neural Architectures Based on Input Gradient Transferability.

[BibT_eX]

[DOI]

CoRR, 2022

An Extendable, Efficient and Effective Transformer-based Object Detector.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Ensemble Distillation With Weight Averaging and Diversifying Perturbation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

ViDT: An Efficient and Effective Fully Transformer-based Object Detector.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Features with Parameter-Free Layers.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

K-centered Patch Sampling for Efficient Video Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

The Majority Can Help the Minority: Context-rich Minority Oversampling for Long-tailed Classification.

[BibT_eX]

[DOI]

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

Joint Global and Local Hierarchical Priors for Learned Image Compression.

[BibT_eX]

[DOI]

Jun-Hyuk Kim

Byeongho Heo

Jong-Seok Lee

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

2021

Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2021

Detecting and Removing Text in the Wild.

[BibT_eX]

[DOI]

IEEE Access, 2021

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Rethinking Spatial Dimensions of Vision Transformers.

[BibT_eX]

[DOI]

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

Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels.

[BibT_eX]

[DOI]

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

Rethinking Channel Dimensions for Efficient Model Design.

[BibT_eX]

[DOI]

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

Show, Attend and Distill: Knowledge Distillation via Attention-based Feature Matching.

[BibT_eX]

[DOI]

Mingi Ji

Byeongho Heo

Sungrae Park

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

VideoMix: Rethinking Data Augmentation for Video Classification.

[BibT_eX]

[DOI]

CoRR, 2020

ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2020

Slowing Down the Weight Norm Increase in Momentum-based Optimizers.

[BibT_eX]

[DOI]

CoRR, 2020

Filter Pruning and Re-Initialization via Latent Space Clustering.

[BibT_eX]

[DOI]

IEEE Access, 2020

2019

Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification.

[BibT_eX]

[DOI]

CoRR, 2019

A Comprehensive Overhaul of Feature Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Knowledge Distillation with Adversarial Samples Supporting Decision Boundary.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Pose transforming network: Learning to disentangle human posture in variational auto-encoded latent space.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

VisDrone-SOT2018: The Vision Meets Drone Single-Object Tracking Challenge Results.

[BibT_eX]

[DOI]

Konstantinos Avgerinakis

Kyuewang Lee

Lu Ding

Martin Lauer

Panagiotis Giannakeris

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Deep learning architecture for pedestrian 3-D localization and tracking using multiple cameras.

[BibT_eX]

[DOI]

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

Appearance and motion based deep learning architecture for moving object detection in moving camera.

[BibT_eX]

[DOI]

Byeongho Heo

Kimin Yun

Jin Young Choi

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

2014

Weighted Pooling Based on Visual Saliency for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

Self-Organizing Cascaded Structure of Deformable Part Models for Fast Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Initialization-Insensitive Visual Tracking through Voting with Salient Local Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Byeongho Heo

Timeline

Legend:

Links

On csauthors.net:

Bibliography

Loading...