Tan Pan
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Computer Vision
(4)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Domain-Specific
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Applications
(1)
Keywords
representation learning
(3)
self-supervised learning
(3)
medical imaging
(2)
transfer learning
(1)
video segmentation
(1)
image retrieval
(1)
embedding learning
(1)
optimal transport
(1)
multimodal learning
(1)
video understanding
(1)
semantic representation
(1)
information geometry
(1)
benchmark dataset
(1)
video dataset
(1)
ood detection
(1)
evaluation protocol
(1)
anatomical structure
(1)
semantic discrepancy
(1)
3d medical image
(1)
personalized representation
(1)
Papers
Tracing the Heart’s Pathways: ECG Representation Learning from a Cardiac Conduction Perspective
AAAI 2026
Improving Out-of-Distribution Detection via Dynamic Covariance Calibration
ICML 2025
Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning
ICCV 2025
Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation
ICCV 2025
Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval
CVPR 2023
A Large-Scale Comprehensive Dataset and Copy-Overlap Aware Evaluation Protocol for Segment-Level Video Copy Detection
CVPR 2022