variational inference

Diverse Video Generation using a Gaussian Process Trigger ICLR 2021 Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021 Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference IJCAI 2021 DP-MERF: Differentially Private Mean Embeddings with RandomFeatures for Practical Privacy-preserving Data Generation AISTATS 2021 Dual Contradistinctive Generative Autoencoder CVPR 2021 Dual Online Stein Variational Inference for Control and Dynamics RSS 2021 Dual Parameterization of Sparse Variational Gaussian Processes NeurIPS 2021 Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series AAAI 2021 EDGE: Explaining Deep Reinforcement Learning Policies NeurIPS 2021 Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model ICML 2021 Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations ICML 2021 Efficient online inference for nonparametric mixture models UAI 2021 Empirical Bayes Matrix Factorization JMLR 2021 Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021 Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021 Estimating High Order Gradients of the Data Distribution by Denoising NeurIPS 2021 Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021 Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation NeurIPS 2021 f-Domain Adversarial Learning: Theory and Algorithms ICML 2021 Few-Shot Learning via Feature Hallucination With Variational Inference WACV 2021 From Rain Generation to Rain Removal CVPR 2021 Generalized Doubly Reparameterized Gradient Estimators ICML 2021 Generalized Multimodal ELBO ICLR 2021 Generalized Variational Continual Learning ICLR 2021