Byungsoo Ko - RankMe

36 papers A* 6B 2Journal 19Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models. CoRR Young-Jun Lee, Byung-Kwan Lee, Jianshu Zhang, Yechan Hwang, Byungsoo Ko, Han-Gyu Kim, Dongyu Yao, Xuankun Rong, Eojin Joo, Seung-Ho Han, Bowon Ko, Ho-Jin Choi
2024	—	`conf`	DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset. NAACL-HLT Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Jonghwan Hyeon, Ho-Jin Choi
2024	J	`jnl`	Intriguing Properties of Large Language and Vision Models. CoRR Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Yechan Hwang, Ho-Jin Choi
2024	—	`conf`	Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge. EMNLP (Findings) Young-Jun Lee, Dokyong Lee, Junyoung Youn, Kyeongjin Oh, Byungsoo Ko, Jonghwan Hyeon, Ho-Jin Choi
2024	J	`jnl`	Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge. CoRR Young-Jun Lee, Dokyong Lee, Junyoung Youn, Kyeongjin Oh, Byungsoo Ko, Jonghwan Hyeon, Ho-Jin Choi
2024	A*	`conf`	VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression. AAAI Won Jo, Geuntaek Lim, Gwangjin Lee, Hyunwoo Kim, Byungsoo Ko, Yukyung Choi
2023	J	`jnl`	VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression. CoRR Won Jo, Geuntaek Lim, Gwangjin Lee, Hyunwoo Kim, Byungsoo Ko, Yukyung Choi
2022	—	`conf`	Deep Hash Distillation for Image Retrieval. ECCV (14) Young Kyun Jang, Geonmo Gu, Byungsoo Ko, Isaac Kang, Nam Ik Cho
2022	J	`jnl`	DialogCC: Large-Scale Multi-Modal Dialogue Dataset. CoRR Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Ho-Jin Choi
2022	—	`conf`	Granularity-Aware Adaptation for Image Retrieval Over Multiple Tasks. ECCV (14) Jon Almazán, Byungsoo Ko, Geonmo Gu, Diane Larlus, Yannis Kalantidis
2022	J	`jnl`	Granularity-aware Adaptation for Image Retrieval over Multiple Tasks. CoRR Jon Almazán, Byungsoo Ko, Geonmo Gu, Diane Larlus, Yannis Kalantidis
2022	J	`jnl`	Group Generalized Mean Pooling for Vision Transformer. CoRR Byungsoo Ko, Han-Gyu Kim, Byeongho Heo, Sangdoo Yun, Sanghyuk Chun, Geonmo Gu, Wonjae Kim
2022	J	`jnl`	Large-scale Bilingual Language-Image Contrastive Learning. CoRR Byungsoo Ko, Geonmo Gu
2022	A*	`conf`	Towards Light-Weight and Real-Time Line Segment Detection. AAAI Geonmo Gu, Byungsoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee, Minchul Shin
2021	A*	`conf`	Learning with Memory-based Virtual Classes for Deep Metric Learning. ICCV Byungsoo Ko, Geonmo Gu, Han-Gyu Kim
2021	J	`jnl`	Learning with Memory-based Virtual Classes for Deep Metric Learning. CoRR Byungsoo Ko, Geonmo Gu, Han-Gyu Kim
2021	A*	`conf`	Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning. AAAI Geonmo Gu, Byungsoo Ko, Han-Gyu Kim
2021	J	`jnl`	Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning. CoRR Geonmo Gu, Byungsoo Ko, Han-Gyu Kim
2021	J	`jnl`	RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network. CoRR Minchul Shin, Yoonjae Cho, Byungsoo Ko, Geonmo Gu
2021	J	`jnl`	Self-Distilled Hashing for Deep Image Retrieval. CoRR Young Kyun Jang, Geonmo Gu, Byungsoo Ko, Nam Ik Cho
2021	J	`jnl`	Towards Real-time and Light-weight Line Segment Detection. CoRR Geonmo Gu, Byungsoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee, Minchul Shin
2020	J	`jnl`	An Effective Pipeline for a Real-world Clothes Retrieval System. CoRR Yang-Ho Ji, HeeJae Jun, Insik Kim, Jongtack Kim, Youngjoon Kim, Byungsoo Ko, Hyong-Keun Kook, Jingeun Lee, Sangwon Lee, Sanghyuk Park
2020	A*	`conf`	Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning. CVPR Byungsoo Ko, Geonmo Gu
2020	J	`jnl`	Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning. CoRR Byungsoo Ko, Geonmo Gu
2020	A*	`conf`	Symmetrical Synthesis for Deep Metric Learning. AAAI Geonmo Gu, Byungsoo Ko
2020	J	`jnl`	Symmetrical Synthesis for Deep Metric Learning. CoRR Geonmo Gu, Byungsoo Ko
2019	J	`jnl`	A Benchmark on Tricks for Large-scale Image Retrieval. CoRR Byungsoo Ko, Minchul Shin, Geonmo Gu, HeeJae Jun, Tae Kwan Lee, Youngjoon Kim
2019	J	`jnl`	Combination of Multiple Global Descriptors for Image Retrieval. CoRR HeeJae Jun, Byungsoo Ko, Youngjoon Kim, Insik Kim, Jongtack Kim
2019	J	`jnl`	Naive semi-supervised deep learning using pseudo-label. Peer-to-Peer Netw. Appl. Zhun Li, Byungsoo Ko, Ho-Jin Choi
2018	—	`conf`	Finding a News Article Related to Posts in Social Media: The Need to Consider Emotion as a Feature. BigComp Byungsoo Ko, Chan Yong Park, Dongkeon Lee, Jaewon Kim, Ho-Jin Choi, Dongsoo Han
2018	—	`conf`	Pseudo-Labeling Using Gaussian Process for Semi-Supervised Deep Learning. BigComp Zhun Li, Byungsoo Ko, Ho-Jin Choi
2017	B	`conf`	A Chatbot for Psychiatric Counseling in Mental Healthcare Service Based on Emotional Dialogue Analysis and Sentence Generation. MDM Kyo-Joong Oh, Dongkun Lee, Byungsoo Ko, Ho-Jin Choi
2017	—	`conf`	Controlled dropout: A different approach to using dropout on deep neural network. BigComp Byungsoo Ko, Han-Gyu Kim, Kyo-Joong Oh, Ho-Jin Choi
2017	B	`conf`	Controlled dropout: A different dropout for improving training speed on deep neural network. SMC Byungsoo Ko, Han-Gyu Kim, Ho-Jin Choi
2017	—	`conf`	Empathy Bot: Conversational Service for Psychiatric Counseling with Chat Assistant. MedInfo Kyo-Joong Oh, Dongkun Lee, Byungsoo Ko, Jonghwan Hyeon, Ho-Jin Choi
2017	—	`conf`	Neural network-based autonomous navigation for a homecare mobile robot. BigComp Byungsoo Ko, Ho-Jin Choi, Chansol Hong, Jong-Hwan Kim, Oh Chul Kwon, Chang D. Yoo