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Variational Inference

1946 directly classified papers

Papers per year

Papers

Learning Latent Dynamics for Planning from Pixels ICML 2019
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design ICML 2019
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models ICML 2019
Molecular Hypergraph Grammar with Its Application to Molecular Optimization ICML 2019
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables ICML 2019
Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations ICML 2019
Understanding and Accelerating Particle-Based Variational Inference ICML 2019
Disentangling Disentanglement in Variational Autoencoders ICML 2019
MIWAE: Deep Generative Modelling and Imputation of Incomplete Data Sets ICML 2019
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network ICML 2019
Group-based Learning of Disentangled Representations with Generalizability for Novel Contents IJCAI 2019
Variational Graph Embedding and Clustering with Laplacian Eigenmaps IJCAI 2019
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets IJCAI 2019
VAEGAN: A Collaborative Filtering Framework based on Adversarial Variational Autoencoders IJCAI 2019
Variational Adversarial Active Learning ICCV 2019
Geometric Disentanglement for Generative Latent Shape Models ICCV 2019
Multi-Angle Point Cloud-VAE: Unsupervised Feature Learning for 3D Point Clouds From Multiple Angles by Joint Self-Reconstruction and Half-to-Half Prediction ICCV 2019
Point-to-Point Video Generation ICCV 2019
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions ICCV 2019
Variational Few-Shot Learning ICCV 2019
Sequential Latent Spaces for Modeling the Intention During Diverse Image Captioning ICCV 2019
Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference ICCV 2019
Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding ICCV 2019
Video Compression With Rate-Distortion Autoencoders ICCV 2019
Improved Conditional VRNNs for Video Prediction ICCV 2019