Siyang Yuan
5 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Renaissance Researcher (5)
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Keywords
contrastive learning
(1)
reinforcement learning
(1)
zero-shot learning
(1)
domain generalization
(1)
voice conversion
(1)
text generation
(1)
speaker embedding
(1)
time series
(1)
latent variable
(1)
long short-term memory
(1)
variational autoencoder
(1)
pre-trained model
(1)
latent space
(1)
sequence model
(1)
text encoder
(1)
evidence lower bound
(1)
bias reduction
(1)
missing value
(1)
sentence embedding
(1)
multi-layer perceptron
(1)
Papers
Gradient Importance Learning for Incomplete Observations
ICLR 2022
Learning to Weight Filter Groups for Robust Classification
WACV 2022
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders
ICLR 2021
Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning
ICLR 2021
Syntax-Infused Variational Autoencoder for Text Generation
ACL 2019