Yaya Shi
8 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(3)
Architectures
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Generation
(1)
Models
(1)
Keywords
vision-language model
(2)
video captioning
(2)
in-context learning
(1)
data augmentation
(1)
spatio-temporal modeling
(1)
question answering
(1)
visual representation
(1)
video understanding
(1)
cross-modal retrieval
(1)
semantic alignment
(1)
self-supervised learning
(1)
instruction tuning
(1)
cross-modal alignment
(1)
benchmark evaluation
(1)
multimodal large language model
(1)
task diversity
(1)
vision-language pre-training
(1)
multi-image understanding
(1)
reference-free evaluation
(1)
transformer architecture
(1)
Papers
iMOVE : Instance-Motion-Aware Video Understanding
ACL 2025
TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types
ICLR 2025
MIBench: Evaluating Multimodal Large Language Models over Multiple Images
EMNLP 2024
Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training
COLING 2024
Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval
COLING 2024
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
ICML 2023
EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching
CVPR 2022
Object Relational Graph With Teacher-Recommended Learning for Video Captioning
CVPR 2020