Variational Inference

Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019 Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference ICCV 2019 Unconstrained Monotonic Neural Networks NeurIPS 2019 Understanding and Accelerating Particle-Based Variational Inference ICML 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 uniblock: Scoring and Filtering Corpus with Unicode Block Information EMNLP 2019 Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks Interspeech 2019 Unsupervised Learning of PCFGs with Normalizing Flow ACL 2019 Unsupervised Lesion Detection via Image Restoration with a Normative Prior MIDL 2019 Unsupervised Paraphrasing without Translation ACL 2019 Unsupervised Recurrent Neural Network Grammars NAACL 2019 VAEGAN: A Collaborative Filtering Framework based on Adversarial Variational Autoencoders IJCAI 2019 Variance reduction properties of the reparameterization trick AISTATS 2019 Variational Adversarial Active Learning ICCV 2019 Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora Interspeech 2019 Variational Autoencoders Pursue PCA Directions (by Accident) CVPR 2019 Variational Autoencoders with Jointly Optimized Latent Dependency Structure ICLR 2019 Variational Autoencoder with Arbitrary Conditioning ICLR 2019 Variational Bayesian Dropout With a Hierarchical Prior CVPR 2019 Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function Interspeech 2019 Variational Bayesian Phylogenetic Inference ICLR 2019 Variational Conditional GAN for Fine-grained Controllable Image Generation ACML 2019 Variational Convolutional Neural Network Pruning CVPR 2019 Variational Denoising Network: Toward Blind Noise Modeling and Removal NeurIPS 2019 Variational Domain Adversarial Learning for Speaker Verification Interspeech 2019