Byungsoo Ko
11 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(28)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Century Club
(11)
ποΈ
Keyword Collector
(50)
Conferences
AAAI (4)
ECCV (2)
ICCV (2)
CVPR (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
deep metric learning
(4)
image retrieval
(3)
embedding space
(2)
hard negative mining
(2)
embedding learning
(2)
multi-modal dialogue
(2)
metric learning
(2)
curriculum learning
(1)
commonsense knowledge
(1)
benchmark evaluation
(1)
conversational ai
(1)
neural network optimization
(1)
mobile deployment
(1)
vision-language model
(1)
in-context learning
(1)
image-text alignment
(1)
real-time inference
(1)
multi-turn dialogue
(1)
large vision-language model
(1)
dataset creation
(1)
Papers
MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models
ICCV 2025
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge
EMNLP 2024
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset
NAACL 2024
VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression
AAAI 2024
Deep Hash Distillation for Image Retrieval
ECCV 2022
Towards Light-Weight and Real-Time Line Segment Detection
AAAI 2022
Granularity-Aware Adaptation for Image Retrieval over Multiple Tasks
ECCV 2022
Learning With Memory-Based Virtual Classes for Deep Metric Learning
ICCV 2021
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning
AAAI 2021
Symmetrical Synthesis for Deep Metric Learning
AAAI 2020
Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning
CVPR 2020