Variational Inference

Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring CVPR 2020 Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling ICLR 2020 Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP 2020 Variational Inference for Computational Imaging Inverse Problems JMLR 2020 Variational Inference for Sequential Data with Future Likelihood Estimates ICML 2020 Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020 Variational Label Enhancement ICML 2020 Variational Learning of Bayesian Neural Networks via Bayesian Dark Knowledge IJCAI 2020 Variational Metric Scaling for Metric-Based Meta-Learning AAAI 2020 Variational Neural Machine Translation with Normalizing Flows ACL 2020 Variational Pathway Reasoning for EEG Emotion Recognition AAAI 2020 VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling EMNLP 2020 Vector Quantization-Based Regularization for Autoencoders AAAI 2020 Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge Interspeech 2020 Video Instance Segmentation Tracking With a Modified VAE Architecture CVPR 2020 Visual Question Generation from Radiology Images ACL 2020 Walsh-Hadamard Variational Inference for Bayesian Deep Learning NeurIPS 2020 Weakly-Supervised Action Localization by Generative Attention Modeling CVPR 2020 Weakly Supervised Disentanglement by Pairwise Similarities AAAI 2020 Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning MIDL 2020 What Is It You Really Want of Me? Generalized Reward Learning with Biased Beliefs about Domain Dynamics AAAI 2020 3D Volumetric Modeling with Introspective Neural Networks AAAI 2019 A Contrastive Divergence for Combining Variational Inference and MCMC ICML 2019 Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification CoNLL 2019 Adaptive Density Estimation for Generative Models NeurIPS 2019