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Variational Inference

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TitleStatusHype
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors—0
On the Performance of Direct Loss Minimization for Bayesian Neural Networks—0
Variational Augmentation for Enhancing Historical Document Image BinarizationCode0
Towards Improved Learning in Gaussian Processes: The Best of Two Worlds—0
Semi-supervised Variational Autoencoder for Regression: Application on Soft SensorsCode1
Thompson Sampling for High-Dimensional Sparse Linear Contextual BanditsCode0
Black-box Coreset Variational InferenceCode0
Deconfounding Imitation Learning with Variational InferenceCode0
Automatic differentiation is no panacea for phylogenetic gradient computationCode0
Fast and efficient speech enhancement with variational autoencoders—0
FUNCK: Information Funnels and Bottlenecks for Invariant Representation Learning—0
Variational Hierarchical Mixtures for Probabilistic Learning of Inverse Dynamics—0
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
Manifold Gaussian Variational Bayes on the Precision MatrixCode0
Adversarial Purification with the Manifold Hypothesis—0
Learning on Large-scale Text-attributed Graphs via Variational InferenceCode1
Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise—0
Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning ApproachCode0
On the optimization and pruning for Bayesian deep learningCode0
Towards Out-of-Distribution Sequential Event Prediction: A Causal TreatmentCode1
GFlowOut: Dropout with Generative Flow Networks—0
Solving Reasoning Tasks with a Slot Transformer—0
On Representations of Mean-Field Variational Inference—0
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