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Variational Inference

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TitleStatusHype
Variational Inference Aided Estimation of Time Varying Channels—0
Period VITS: Variational Inference with Explicit Pitch Modeling for End-to-end Emotional Speech Synthesis—0
DPVIm: Differentially Private Variational Inference Improved—0
Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning ApproachCode0
Adversarial Purification with the Manifold Hypothesis—0
Manifold Gaussian Variational Bayes on the Precision MatrixCode0
Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise—0
On the optimization and pruning for Bayesian deep learningCode0
GFlowOut: Dropout with Generative Flow Networks—0
On Representations of Mean-Field Variational Inference—0
Solving Reasoning Tasks with a Slot Transformer—0
Rethinking Sharpness-Aware Minimization as Variational InferenceCode0
A Variational Perspective on Generative Flow Networks—0
On the Relationship Between Variational Inference and Auto-Associative MemoryCode0
Joint control variate for faster black-box variational inferenceCode0
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification—0
Dirichlet process mixture models for non-stationary data streams—0
Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics—0
Latent Neural ODEs with Sparse Bayesian Multiple ShootingCode0
Scaling up Stochastic Gradient Descent for Non-convex Optimisation—0
Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-LearningCode0
Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength—0
Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective—0
GFlowNets and variational inferenceCode0
Learnable Distribution Calibration for Few-Shot Class-Incremental Learning—0
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