Fa Zhang
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(3)
Machine Learning
(3)
Domain-Specific
(3)
Processing
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Keywords
self-supervised learning
(2)
cryo-electron tomography
(2)
document layout analysis
(1)
feature representation
(1)
image denoising
(1)
graph embedding
(1)
noise reduction
(1)
image inpainting
(1)
foundation model
(1)
frequency domain
(1)
sparsity constraint
(1)
whole slide image
(1)
spatial transcriptomics
(1)
encoder-decoder network
(1)
sparse image reconstruction
(1)
scanning transmission electron microscopy
(1)
poisson noise
(1)
volumetric image restoration
(1)
multimodal integration
(1)
reading order detection
(1)
Papers
A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by Generative Physical Simulation
CVPR 2026
Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model
AAAI 2026
FocalOrder: Focal Preference Optimization for Reading Order Detection
ACL 2026
ST-LLM: Spatial Transcriptomics Embedding with Large Language Models
AAAI 2026
A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy
ICCV 2021
Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration From Single Noisy Volume With Sparsity Constraint
ICCV 2021