Jianan Fan
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
WACV (3)
CVPR (1)
ECCV (1)
ICCV (1)
Top co-authors
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
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
CVPR 2024
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View
ECCV 2024
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation
ICCV 2023