Shaogang Ren
5 papers · 2015–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
disentangled representation
(2)
variational autoencoder
(2)
few-shot learning
(1)
convex optimization
(1)
sparse learning
(1)
feature selection
(1)
message passing
(1)
l1 regularization
(1)
structured sparsity
(1)
latent variable
(1)
total correlation
(1)
task adaptation
(1)
latent structure
(1)
kernel methods
(1)
neuron calibration
(1)
syntax-semantic separation
(1)
coordinate selection
(1)
stochastic optimization
(1)
active incremental method
(1)
representation learning
(1)
Papers
Learning Latent Structural Relations With Message Passing Prior
WACV 2023
Calibrating CNNs for Few-Shot Meta Learning
WACV 2022
A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation
EMNLP 2021
Thunder: a Fast Coordinate Selection Solver for Sparse Learning
NeurIPS 2020
A Scalable Algorithm for Structured Kernel Feature Selection
AISTATS 2015