Ruisheng Luo
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
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Research topics
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
composed image retrieval
(2)
contrastive learning
(2)
adversarial learning
(1)
few-shot learning
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
video retrieval
(1)
gaussian distribution
(1)
vision-language model
(1)
uncertainty estimation
(1)
visual in-context learning
(1)
video hashing
(1)
probabilistic embedding
(1)
frame sampling
(1)
probabilistic learning
(1)
adversarial sampling
(1)
hamming space
(1)
gaussian embedding
(1)
adversarial frame sampling
(1)
hash-based contrastive learning
(1)
Papers
Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning
AAAI 2026
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing
CVPR 2025
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
CVPR 2025
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
ACL 2025