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Variational Inference

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TitleStatusHype
Continual Learning with Adaptive Weights (CLAW)—0
Identifiable Feature Learning for Spatial Data with Nonlinear ICA—0
Variational Hyper-Encoding Networks—0
Automatic Differentiation Variational Inference with Mixtures—0
Hyperspectral Unmixing Under Endmember Variability: A Variational Inference Framework—0
Gaussian Variational State Estimation for Nonlinear State-Space Models—0
Hybrid Variational Autoencoder for Time Series Forecasting—0
Hybrid Bayesian Neural Networks with Functional Probabilistic Layers—0
Constraint-Conditioned Policy Optimization for Versatile Safe Reinforcement Learning—0
How to deal with missing data in supervised deep learning?—0
How particular is the physics of the free energy principle?—0
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints—0
High Mutual Information in Representation Learning with Symmetric Variational Inference—0
Constraining the Dynamics of Deep Probabilistic Models—0
Idiographic Personality Gaussian Process for Psychological Assessment—0
Amortized Inference of Variational Bounds for Learning Noisy-OR—0
A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing—0
Spike-and-slab shrinkage priors for structurally sparse Bayesian neural networks—0
Higher-Order Inference for Multi-Class Log-Supermodular Models—0
Constrained Structure Learning for Scene Graph Generation—0
Importance Weighted Structure Learning for Scene Graph Generation—0
HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer—0
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation—0
Constrained Stein Variational Gradient Descent for Robot Perception, Planning, and Identification—0
Automated Variational Inference in Probabilistic Programming—0
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