Variational Inference

VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models ICLR 2021 Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting ICCV 2021 Variational Auto-Encoder Based Variability Encoding for Dysarthric Speech Recognition Interspeech 2021 Variational Continual Bayesian Meta-Learning NeurIPS 2021 Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021 Variational Diffusion Models NeurIPS 2021 Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021 Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models ICML 2021 Variational Inference for Continuous-Time Switching Dynamical Systems NeurIPS 2021 Variational Inference for Learning Representations of Natural Language Edits AAAI 2021 Variational inference for nonlinear ordinary differential equations AISTATS 2021 Variational inference with continuously-indexed normalizing flows UAI 2021 Variational Information Bottleneck Based Regularization for Speaker Recognition Interspeech 2021 Variational Information Bottleneck for Effective Low-Resource Audio Classification Interspeech 2021 Variational Model Inversion Attacks NeurIPS 2021 Variational Pedestrian Detection CVPR 2021 Variational Prototype Inference for Few-Shot Semantic Segmentation WACV 2021 Variational refinement for importance sampling using the forward Kullback-Leibler divergence UAI 2021 Variational Relational Point Completion Network CVPR 2021 Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data AISTATS 2021 Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF ICLR 2021 Variational Transformer Networks for Layout Generation CVPR 2021 VariTex: Variational Neural Face Textures ICCV 2021 VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts CVPR 2021 Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images ICLR 2021