Bingyi Cao
8 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(23)
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(4)
Learning Types · Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Application Areas
(3)
Data Science & Analytics
(2)
Analysis
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Keywords
metric learning
(3)
image retrieval
(3)
fine-grained recognition
(2)
contrastive learning
(2)
foundation model
(2)
self-supervised learning
(2)
attention mechanism
(1)
knowledge distillation
(1)
feature matching
(1)
visual representation
(1)
fine-grained classification
(1)
compositional learning
(1)
image registration
(1)
image matching
(1)
approximate nearest neighbor
(1)
benchmark dataset
(1)
vision-language model
(1)
vision-language pre-training
(1)
universal model
(1)
image embedding
(1)
Papers
TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment
CVPR 2026
Learning Visual Composition through Improved Semantic Guidance
CVPR 2025
TIPS: Text-Image Pretraining with Spatial awareness
ICLR 2025
OmniGlue: Generalizable Feature Matching with Foundation Model Guidance
CVPR 2024
Global Features are All You Need for Image Retrieval and Reranking
ICCV 2023
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations
ICCV 2023
Google Landmarks Dataset v2 - A Large-Scale Benchmark for Instance-Level Recognition and Retrieval
CVPR 2020
Unifying Deep Local and Global Features for Image Search
ECCV 2020