Christopher Liao
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICML (2)
CVPR (1)
ICLR (1)
WACV (1)
Top co-authors
Keywords
metric learning
(2)
representation learning
(1)
contrastive learning
(1)
few-shot learning
(1)
domain generalization
(1)
image retrieval
(1)
image captioning
(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)
vision-language model
(1)
zero-shot classification
(1)
convex regression
(1)
convex function
(1)
difference of convex
(1)
top-k prediction
(1)
Papers
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap
ICLR 2025
Image-Caption Encoding for Improving Zero-Shot Generalization
WACV 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