Byungsoo Ko

According to our database, Byungsoo Ko authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression.

Won Jo, Geuntaek Lim, Gwangjin Lee, Hyunwoo Kim, Byungsoo Ko, Yukyung Choi

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

2022

DialogCC: Large-Scale Multi-Modal Dialogue Dataset.

Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Ho-Jin Choi

CoRR, 2022

Group Generalized Mean Pooling for Vision Transformer.

Byungsoo Ko, Han-Gyu Kim, Byeongho Heo, Sangdoo Yun, Sanghyuk Chun, Geonmo Gu, Wonjae Kim

CoRR, 2022

Large-scale Bilingual Language-Image Contrastive Learning.

ByungSoo Ko, Geonmo Gu

CoRR, 2022

Deep Hash Distillation for Image Retrieval.

Young Kyun Jang, Geonmo Gu, ByungSoo Ko, Isaac Kang, Nam Ik Cho

Proceedings of the Computer Vision - ECCV 2022, 2022

Granularity-Aware Adaptation for Image Retrieval Over Multiple Tasks.

Jon Almazán, ByungSoo Ko, Geonmo Gu, Diane Larlus, Yannis Kalantidis

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Light-Weight and Real-Time Line Segment Detection.

Geonmo Gu, ByungSoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee, Minchul Shin

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Self-Distilled Hashing for Deep Image Retrieval.

Young Kyun Jang, Geonmo Gu, ByungSoo Ko, Nam Ik Cho

CoRR, 2021

Towards Real-time and Light-weight Line Segment Detection.

Geonmo Gu, ByungSoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee, Minchul Shin

CoRR, 2021

RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network.

Minchul Shin, Yoonjae Cho, ByungSoo Ko, Geonmo Gu

CoRR, 2021

Learning with Memory-based Virtual Classes for Deep Metric Learning.

ByungSoo Ko, Geonmo Gu, Han-Gyu Kim

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

Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning.

Geonmo Gu, ByungSoo Ko, Han-Gyu Kim

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

2020

An Effective Pipeline for a Real-world Clothes Retrieval System.

Yang-Ho Ji, HeeJae Jun, Insik Kim, Jongtack Kim, Youngjoon Kim, ByungSoo Ko, Hyong-Keun Kook, Jingeun Lee, Sangwon Lee, Sanghyuk Park

CoRR, 2020

Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning.

ByungSoo Ko, Geonmo Gu

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

Symmetrical Synthesis for Deep Metric Learning.

Geonmo Gu, ByungSoo Ko

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

2019

Naive semi-supervised deep learning using pseudo-label.

Zhun Li, ByungSoo Ko, Ho-Jin Choi

Peer-to-Peer Netw. Appl., 2019

A Benchmark on Tricks for Large-scale Image Retrieval.

ByungSoo Ko, Minchul Shin, Geonmo Gu, HeeJae Jun, Tae Kwan Lee, Youngjoon Kim

CoRR, 2019

Combination of Multiple Global Descriptors for Image Retrieval.

HeeJae Jun, ByungSoo Ko, Youngjoon Kim, Insik Kim, Jongtack Kim

CoRR, 2019

2018

Pseudo-Labeling Using Gaussian Process for Semi-Supervised Deep Learning.

Zhun Li, ByungSoo Ko, Ho-Jin Choi

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Finding a News Article Related to Posts in Social Media: The Need to Consider Emotion as a Feature.

ByungSoo Ko, Chan Yong Park, Dongkeon Lee, Jaewon Kim, Ho-Jin Choi, Dongsoo Han

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

Controlled dropout: A different dropout for improving training speed on deep neural network.

ByungSoo Ko, Han-Gyu Kim, Ho-Jin Choi

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Empathy Bot: Conversational Service for Psychiatric Counseling with Chat Assistant.

Kyo-Joong Oh, Dongkun Lee, ByungSoo Ko, Jonghwan Hyeon, Ho-Jin Choi

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

A Chatbot for Psychiatric Counseling in Mental Healthcare Service Based on Emotional Dialogue Analysis and Sentence Generation.

Kyo-Joong Oh, Dongkun Lee, ByungSoo Ko, Ho-Jin Choi

Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

Controlled dropout: A different approach to using dropout on deep neural network.

ByungSoo Ko, Han-Gyu Kim, Kyo-Joong Oh, Ho-Jin Choi

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

Neural network-based autonomous navigation for a homecare mobile robot.

ByungSoo Ko, Ho-Jin Choi, Chansol Hong, Jong-Hwan Kim, Oh Chul Kwon, Chang D. Yoo

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017