Zijun Zhang
4 papers · 2018–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(2)
Techniques
(2)
Computer Vision
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
image classification
(1)
catastrophic forgetting
(1)
image generation
(1)
domain generalization
(1)
perceptual learning
(1)
data augmentation
(1)
batch normalization
(1)
incremental learning
(1)
feature correlation
(1)
subpopulation shift
(1)
neural network optimization
(1)
maximum likelihood
(1)
dropout regularization
(1)
generative model
(1)
variational autoencoder
(1)
node classification
(1)
latent space
(1)
spurious correlation
(1)
inductive learning
(1)
multiplicative noise
(1)
Papers
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
NeurIPS 2024
Towards Robust Graph Incremental Learning on Evolving Graphs
ICML 2023
Perceptual Generative Autoencoders
ICML 2020
Removing the Feature Correlation Effect of Multiplicative Noise
NeurIPS 2018