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Variational Inference

1946 directly classified papers

Papers per year

Papers

Effective Decoding in Graph Auto-Encoder Using Triadic Closure AAAI 2020
Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020
Reverse Variational Autoencoder for Visual Attribute Manipulation and Anomaly Detection WACV 2020
Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models L4DC 2020
Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models IJCAI 2020
Black-Box Variational Inference as a Parametric Approximation to Langevin Dynamics ICML 2020
Evaluating Lossy Compression Rates of Deep Generative Models ICML 2020
On Implicit Regularization in $β$-VAEs ICML 2020
How Good is the Bayes Posterior in Deep Neural Networks Really? ICML 2020
Learning Probabilistic Sentence Representations from Paraphrases ACL 2020
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL 2020
Efficient Second-Order TreeCRF for Neural Dependency Parsing ACL 2020
Crossing Variational Autoencoders for Answer Retrieval ACL 2020
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model IJCAI 2020
Hierarchical Quantized Autoencoders NIPS 2020
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NIPS 2020
Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE NIPS 2020
McFlow: Monte Carlo Flow Models for Data Imputation CVPR 2020
Guiding Variational Response Generator to Exploit Persona ACL 2020
Tree-Structured Neural Topic Model ACL 2020
Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder ACL 2020
Bi-level Score Matching for Learning Energy-based Latent Variable Models NIPS 2020
VarGrad: A Low-Variance Gradient Estimator for Variational Inference NIPS 2020
On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond ACL 2020
Bayesian Hierarchical Words Representation Learning ACL 2020