Xinyu Tian
7 papers · 2023–2026 · 4 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
(22)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Application Areas
(4)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Analysis
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
vision-language model
(5)
few-shot learning
(1)
domain generalization
(1)
transfer learning
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
attention mechanism
(1)
knowledge transfer
(1)
video anomaly detection
(1)
out-of-distribution generalization
(1)
distribution shift
(1)
generative model
(1)
diffusion model
(1)
salient object detection
(1)
normalizing flow
(1)
out-of-distribution detection
(1)
large vision-language model
(1)
position bia
(1)
causal attention
(1)
multi-image reasoning
(1)
Papers
All Roads Lead to Rome: Incentivizing Divergent Thinking in Vision-Language Models
CVPR 2026
Enhancing Accuracy in Generative Models via Knowledge Transfer
JMLR 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
Modeling the Distributional Uncertainty for Salient Object Detection Models
CVPR 2023