Bin Dai

Diagnosing and Enhancing VAE Models

Bin Dai, David Wipf · arXiv (Cornell University) · 2019 · 95 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Compressing Neural Networks using the Variational Information Bottleneck.

Bin Dai, Chen Zhu, Baining Guo et al. · International Conference on Machine Learning · 2018 · 76 citations

Variational Information Bottleneck, Engineering, Machine Learning +3

Compressing Neural Networks using the Variational Information Bottleneck

Bin Dai, Chen Zhu, David Wipf · arXiv (Cornell University) · 2018 · 71 citations · Full text

Variational Information Bottleneck, Sparse Representation, Engineering +14

Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models

Bin Dai, Yu Wang, John A. D. Aston et al. · Journal of Machine Learning Research · 2018 · 36 citations

Sparse Representation, Engineering, Machine Learning +9

The Usual Suspects? Reassessing Blame for VAE Posterior Collapse

Bin Dai, Ziyu Wang, David Wipf · arXiv (Cornell University) · 2019 · 28 citations · Full text

Neural Scaling Law, Engineering, Machine Learning +15