Jianan Fan
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(4)
Computer Vision
(3)
Domain-Specific
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI
(2)
Learning Types
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Keywords
medical imaging
(2)
unsupervised learning
(2)
probabilistic modeling
(1)
domain adaptation
(1)
anomaly detection
(1)
knowledge distillation
(1)
medical image segmentation
(1)
cross-modal representation
(1)
spectral graph theory
(1)
representation alignment
(1)
spatial transcriptomics
(1)
chest x-ray
(1)
zero-shot segmentation
(1)
geometric constraint
(1)
histopathology image
(1)
von mises-fisher distribution
(1)
novel class discovery
(1)
gene expression prediction
(1)
anatomical segmentation
(1)
anomaly synthesis
(1)
Papers
ART-ASyn: Anatomy-aware Realistic Texture-based Anomaly Synthesis Framework for Chest X-Rays
WACV 2026
Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
WACV 2026
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation
WACV 2025
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View
ECCV 2024
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
CVPR 2024
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation
ICCV 2023