Renmin Han
6 papers · 2021–2026 · 3 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
(16)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Processing
(4)
Domain-Specific
(3)
Learning Types · Deep Learning
(3)
Healthcare & Medicine
(2)
Analysis
(2)
Architectures
(2)
Computer Science
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Clinical
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Keywords
electron microscopy
(2)
cryo-electron tomography
(2)
multi-task learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
3d vision
(1)
instance segmentation
(1)
neural network optimization
(1)
image denoising
(1)
image registration
(1)
gradient descent
(1)
noise reduction
(1)
optical flow
(1)
image inpainting
(1)
image processing
(1)
signed distance field
(1)
frequency domain
(1)
sparsity constraint
(1)
encoder-decoder network
(1)
gradient field
(1)
Papers
A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by Generative Physical Simulation
CVPR 2026
Spatial-SAM: Spatially Consistent 3D Electron Microscopy Segmentation with SDF Memory and Semi-Supervised Learning
CVPR 2026
A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy
AAAI 2025
GFPack++: Attention-Driven Gradient Fields for Optimizing 2D Irregular Packing
ICCV 2025
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