Shu Zou
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(3)
Application Areas
(3)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
vision-language model
(5)
few-shot learning
(1)
domain generalization
(1)
attention mechanism
(1)
video anomaly detection
(1)
out-of-distribution generalization
(1)
distribution shift
(1)
large vision-language model
(1)
position bia
(1)
causal attention
(1)
multi-image reasoning
(1)
group relative policy optimization
(1)
soft prompt tuning
(1)
negative prompting
(1)
fine-grained prompting
(1)
divergent thinking
(1)
position-wise question answering
(1)
attribute-guided learning
(1)
attribute-based learning
(1)
reinforcement learning
(1)
Papers
All Roads Lead to Rome: Incentivizing Divergent Thinking in Vision-Language Models
CVPR 2026
Unlocking Vision-Language Models for Video Anomaly Detection via Fine-Grained Prompting
WACV 2026
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition
ICLR 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models
CVPR 2025
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
CVPR 2024