Byungseok Roh
9 papers · 2021–2024 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(23)
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Hot Topic Early Bird
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Keyword Collector
(54)
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Research topics
Machine Learning
(8)
Computer Vision
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Analysis
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Processing
(2)
Architectures
(1)
Core Methods
(1)
Keywords
contrastive learning
(3)
zero-shot learning
(2)
object detection
(2)
benchmark evaluation
(1)
multimodal learning
(1)
vision transformer
(1)
semantic segmentation
(1)
multimodal large language model
(1)
self-supervised learning
(1)
temporal reasoning
(1)
image-text pair
(1)
image captioning
(1)
video understanding
(1)
instruction tuning
(1)
foundation model
(1)
causal reasoning
(1)
representation learning
(1)
image-text retrieval
(1)
multimodal representation
(1)
meta learning
(1)
Papers
Honeybee: Locality-enhanced Projector for Multimodal LLM
CVPR 2024
Towards a Complete Benchmark on Video Moment Localization
AISTATS 2024
Large Language Models are Temporal and Causal Reasoners for Video Question Answering
EMNLP 2023
Learning To Generate Text-Grounded Mask for Open-World Semantic Segmentation From Only Image-Text Pairs
CVPR 2023
MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
CVPR 2023
Noise-Aware Learning from Web-Crawled Image-Text Data for Image Captioning
ICCV 2023
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss
COLING 2022
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity
ICLR 2022
Spatially Consistent Representation Learning
CVPR 2021