Jiaxin Zhuang
7 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (12)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
👥
Mega-Team
(53)
🚀
Conference Pioneer
❓
The Questioner
Conferences
MICCAI (2)
NIPS (2)
COLING (1)
CVPR (1)
MIDL (1)
Top co-authors
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)
semantic representation
(1)
medical image segmentation
(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)
convolutional neural network
(1)
generative prior
(1)
Papers
Diffusion-based Virtual Staining from Polarimetric Mueller Matrix Imaging
MICCAI 2025
Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation
MICCAI 2025
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis
CVPR 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems
NIPS 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