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 (BigComp, 2017)

Controlled dropout: A different approach to using dropout on deep neural network. - ByungSoo Ko; Han-Gyu Kim; Kyo-Joong Oh; Ho-Jin Choi (BigComp, 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 (MDM, 2017)

Empathy Bot: Conversational Service for Psychiatric Counseling with Chat Assistant. - Kyo-Joong Oh; Dongkun Lee; ByungSoo Ko; Jonghwan Hyeon; Ho-Jin Choi (MedInfo, 2017)

Controlled dropout: A different dropout for improving training speed on deep neural network. - ByungSoo Ko; Han-Gyu Kim; Ho-Jin Choi (SMC, 2017)

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 (BigComp, 2018)

Pseudo-Labeling Using Gaussian Process for Semi-Supervised Deep Learning. - Zhun Li; ByungSoo Ko; Ho-Jin Choi (BigComp, 2018)

Combination of Multiple Global Descriptors for Image Retrieval. - HeeJae Jun; ByungSoo Ko; Youngjoon Kim; Insik Kim; Jongtack Kim (CoRR, 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)

Naive semi-supervised deep learning using pseudo-label. - Zhun Li; ByungSoo Ko; Ho-Jin Choi (Peer-to-Peer Netw. Appl., 2019)

Symmetrical Synthesis for Deep Metric Learning. - Geonmo Gu; ByungSoo Ko (AAAI, 2020)

Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning. - ByungSoo Ko; Geonmo Gu (CVPR, 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)

Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning. - Geonmo Gu; ByungSoo Ko; Han-Gyu Kim (AAAI, 2021)

Learning with Memory-based Virtual Classes for Deep Metric Learning. - ByungSoo Ko; Geonmo Gu; Han-Gyu Kim (ICCV, 2021)

RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network. - Minchul Shin; Yoonjae Cho; ByungSoo Ko; Geonmo Gu (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)

Self-Distilled Hashing for Deep Image Retrieval. - Young Kyun Jang; Geonmo Gu; ByungSoo Ko; Nam Ik Cho (CoRR, 2021)

Towards Light-Weight and Real-Time Line Segment Detection. - Geonmo Gu; ByungSoo Ko; SeoungHyun Go; Sung-Hyun Lee; Jingeun Lee; Minchul Shin (AAAI, 2022)

Granularity-Aware Adaptation for Image Retrieval Over Multiple Tasks. - Jon Almazán; ByungSoo Ko; Geonmo Gu; Diane Larlus; Yannis Kalantidis (ECCV (14), 2022)

Deep Hash Distillation for Image Retrieval. - Young Kyun Jang; Geonmo Gu; ByungSoo Ko; Isaac Kang; Nam Ik Cho (ECCV (14), 2022)

Large-scale Bilingual Language-Image Contrastive Learning. - ByungSoo Ko; Geonmo Gu (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)

DialogCC: Large-Scale Multi-Modal Dialogue Dataset. - Young-Jun Lee; Byungsoo Ko; Han-Gyu Kim; Ho-Jin Choi (CoRR, 2022)

VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression. - Won Jo; Geuntaek Lim; Gwangjin Lee; Hyunwoo Kim; Byungsoo Ko; Yukyung Choi (AAAI, 2024)

Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge. - Young-Jun Lee; Dokyong Lee; Junyoung Youn; Kyeongjin Oh; Byungsoo Ko; Jonghwan Hyeon; Ho-Jin Choi (EMNLP (Findings), 2024)

DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset. - Young-Jun Lee; Byungsoo Ko; Han-Gyu Kim; Jonghwan Hyeon; Ho-Jin Choi (NAACL-HLT, 2024)

Intriguing Properties of Large Language and Vision Models. - Young-Jun Lee; Byungsoo Ko; Han-Gyu Kim; Yechan Hwang; Ho-Jin Choi (CoRR, 2024)