Xiangrui Zeng
7 papers · 2020–2025 · 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
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
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Research topics
Keywords
unsupervised learning
(3)
cryo-electron tomography
(2)
semantic segmentation
(2)
representation learning
(1)
deep learning
(1)
vision transformer
(1)
contrastive learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
joint learning
(1)
image analysis
(1)
domain randomization
(1)
image alignment
(1)
image registration
(1)
transformation invariance
(1)
self-supervised learning
(1)
image clustering
(1)
brain image segmentation
(1)
biomedical imaging
(1)
image classification
(1)
Papers
BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment
CVPR 2025
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation
ICCV 2025
Boosting Active Learning via Improving Test Performance
AAAI 2022
Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations
CVPR 2022
End-to-End Robust Joint Unsupervised Image Alignment and Clustering
ICCV 2021
Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations
ICCV 2021
Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and Averaging
CVPR 2020