Jiaxin Zhuang
8 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π₯
Mega-Team Β· Legion
β
The Questioner
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Core Methods
(2)
Domain-Specific
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Application Areas
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Keywords
representation learning
(1)
image classification
(1)
benchmark evaluation
(1)
domain generalization
(1)
image restoration
(1)
self-supervised learning
(1)
medical imaging
(1)
attention mechanism
(1)
3d vision
(1)
test-time adaptation
(1)
semantic representation
(1)
medical image segmentation
(1)
prompt learning
(1)
out-of-distribution generalization
(1)
class imbalance
(1)
gradient descent
(1)
maximum a posteriori
(1)
generative model
(1)
diffusion model
(1)
inverse problem
(1)
Papers
TTL: Test-time Textual Learning for OOD Detection with Pretrained Vision-Language Models
CVPR 2026
Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation
MICCAI 2025
Diffusion-based Virtual Staining from Polarimetric Mueller Matrix Imaging
MICCAI 2025
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems
NeurIPS 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis
CVPR 2024
View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond
COLING 2022
CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data
MIDL 2019