variational inference

Variational Information Bottleneck Based Regularization for Speaker Recognition Interspeech 2021 Variational Model-based Policy Optimization IJCAI 2021 Variational Model Inversion Attacks NeurIPS 2021 Variational Multi-Task Learning with Gumbel-Softmax Priors NeurIPS 2021 Variational Pedestrian Detection CVPR 2021 Variational Prototype Inference for Few-Shot Semantic Segmentation WACV 2021 Variational Prototype Learning for Deep Face Recognition CVPR 2021 Variational refinement for importance sampling using the forward Kullback-Leibler divergence UAI 2021 Variational Relational Point Completion Network CVPR 2021 Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF ICLR 2021 Variational Weakly Supervised Sentiment Analysis with Posterior Regularization EACL 2021 VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning JMLR 2021 Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels NeurIPS 2021 VigDet: Knowledge Informed Neural Temporal Point Process for Coordination Detection on Social Media NeurIPS 2021 VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization AAAI 2021 What Are Bayesian Neural Network Posteriors Really Like? ICML 2021 When random initializations help: a study of variational inference for community detection JMLR 2021 A Batch Normalized Inference Network Keeps the KL Vanishing Away ACL 2020 A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning Interspeech 2020 Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL 2020 A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NeurIPS 2020 Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization NeurIPS 2020 Adversarial Mutual Information for Text Generation ICML 2020 A Free-Energy Principle for Representation Learning ICML 2020 A general recurrent state space framework for modeling neural dynamics during decision-making ICML 2020