Christopher Liao
5 papers · 2022–2025 · 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 · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
metric learning
(2)
domain generalization
(2)
representation learning
(1)
contrastive learning
(1)
zero-shot learning
(1)
few-shot learning
(1)
image retrieval
(1)
multimodal learning
(1)
image captioning
(1)
cross-modal retrieval
(1)
out-of-distribution generalization
(1)
bregman divergence
(1)
label noise
(1)
learning to rank
(1)
algorithm design
(1)
iteration complexity
(1)
vision-language model
(1)
image-text alignment
(1)
zero-shot classification
(1)
convex regression
(1)
Papers
Image-Caption Encoding for Improving Zero-Shot Generalization
WACV 2025
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap
ICLR 2025
Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning
CVPR 2024
Supervised Metric Learning to Rank for Retrieval via Contextual Similarity Optimization
ICML 2023
Faster Algorithms for Learning Convex Functions
ICML 2022