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Variational Inference

1946 directly classified papers

Papers per year

Papers

Exact Rate-Distortion in Autoencoders via Echo Noise NIPS 2019
Bayesian Layers: A Module for Neural Network Uncertainty NIPS 2019
Zero-shot Learning via Simultaneous Generating and Learning NIPS 2019
Stein Variational Gradient Descent With Matrix-Valued Kernels NIPS 2019
Learning Hierarchical Priors in VAEs NIPS 2019
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness NIPS 2019
Multi-objects Generation with Amortized Structural Regularization NIPS 2019
Tensor Monte Carlo: Particle Methods for the GPU era NIPS 2019
Dual Variational Generation for Low Shot Heterogeneous Face Recognition NIPS 2019
Variational Temporal Abstraction NIPS 2019
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model NIPS 2019
Amortized Bethe Free Energy Minimization for Learning MRFs NIPS 2019
Task-Conditioned Variational Autoencoders for Learning Movement Primitives CORL 2019
Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem UAI 2019
Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019
Predicting Phase 3 Clinical Trial Results by Modeling Phase 2 Clinical Trial Subject Level Data Using Deep Learning MLHC 2019
Counterfactual Reasoning for Fair Clinical Risk Prediction MLHC 2019
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets MIDL 2019
A New Distribution on the Simplex with Auto-Encoding Applications NIPS 2019
Learning-In-The-Loop Optimization: End-To-End Control And Co-Design Of Soft Robots Through Learned Deep Latent Representations NIPS 2019
Importance Weighted Hierarchical Variational Inference NIPS 2019
Variational Structured Semantic Inference for Diverse Image Captioning NIPS 2019
Learning semantic similarity in a continuous space NIPS 2018
AMR Parsing as Graph Prediction with Latent Alignment ACL 2018
Deep State Space Models for Unconditional Word Generation NIPS 2018