Guanyu Cai
5 papers · 2021–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Models
(2)
Techniques
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
video-text retrieval
(3)
video retrieval
(3)
video-language pre-training
(2)
multimodal learning
(2)
transfer learning
(1)
feature quantization
(1)
object detection
(1)
cross-modal retrieval
(1)
semantic alignment
(1)
hierarchical alignment
(1)
text-video retrieval
(1)
fine-grained alignment
(1)
visual commonsense reasoning
(1)
semantic region
(1)
text-image retrieval
(1)
video-text pre-training
(1)
region learning
(1)
weakly supervised training
(1)
video-text matching
(1)
unified transformer
(1)
Papers
All in One: Exploring Unified Video-Language Pre-Training
CVPR 2023
Video-Text Pre-training with Learned Regions for Retrieval
AAAI 2023
Object-Aware Video-Language Pre-Training for Retrieval
CVPR 2022
Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query
ICCV 2021
Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment
IJCAI 2021