Wanqian Yang | DeepAI

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research

∙ 11/28/2022

Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers

Deep neural networks are susceptible to shortcut learning, using simple ...

0 Wanqian Yang, et al. ∙

research

∙ 10/21/2020

Incorporating Interpretable Output Constraints in Bayesian Neural Networks

Domains where supervised models are deployed often come with task-specif...

0 Wanqian Yang, et al. ∙

research

∙ 05/15/2019

Output-Constrained Bayesian Neural Networks

Bayesian neural network (BNN) priors are defined in parameter space, mak...

0 Wanqian Yang, et al. ∙