Renzhen Wang
5 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
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Learning Types
(5)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
bias adaptation
(2)
continual learning
(2)
catastrophic forgetting
(1)
semi-supervised learning
(1)
class-incremental learning
(1)
medical image segmentation
(1)
class imbalance
(1)
parameter efficient
(1)
image registration
(1)
variance reduction
(1)
distribution shift
(1)
hessian approximation
(1)
foundation model
(1)
low-rank adaptation
(1)
cycle consistency
(1)
online continual learning
(1)
correspondence learning
(1)
atlas-based segmentation
(1)
rehearsal learning
(1)
meta learning
(1)
Papers
SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
ICLR 2025
Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
ICLR 2024
CBA: Improving Online Continual Learning via Continual Bias Adaptor
ICCV 2023
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier
ICLR 2023
LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation
CVPR 2020