Variational Inference

Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020 Guided Variational Autoencoder for Disentanglement Learning CVPR 2020 Guiding Variational Response Generator to Exploit Persona ACL 2020 HAF-SVG: Hierarchical Stochastic Video Generation with Aligned Features IJCAI 2020 Hierarchical Multi-Grained Generative Model for Expressive Speech Synthesis Interspeech 2020 Hierarchical Quantized Autoencoders NeurIPS 2020 HiLLoC: lossless image compression with hierarchical latent variable models ICLR 2020 How Good is the Bayes Posterior in Deep Neural Networks Really? ICML 2020 ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 Imitative Non-Autoregressive Modeling for Trajectory Forecasting and Imputation CVPR 2020 Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows NeurIPS 2020 Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation Interspeech 2020 Improving Inference for Neural Image Compression NeurIPS 2020 Improving model calibration with accuracy versus uncertainty optimization NeurIPS 2020 Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations AISTATS 2020 Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip AAAI 2020 Inserting Information Bottlenecks for Attribution in Transformers EMNLP 2020 Interpretable Deep Gaussian Processes with Moments AISTATS 2020 Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder ACL 2020 Introducing Routing Uncertainty in Capsule Networks NeurIPS 2020 IntroVNMT: An Introspective Model for Variational Neural Machine Translation AAAI 2020 Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax NeurIPS 2020 Joint Training of Variational Auto-Encoder and Latent Energy-Based Model CVPR 2020 Large Scale Author Obfuscation Using Siamese Variational Auto-Encoder: The SiamAO System COLING 2020 Latent Normalizing Flows for Many-to-Many Cross-Domain Mappings ICLR 2020