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Variational Inference

Papers

Showing 151175 of 2274 papers

TitleStatusHype
D3p -- A Python Package for Differentially-Private Probabilistic ProgrammingCode1
Deep Active InferenceCode1
Deep Conditional Gaussian Mixture Model for Constrained ClusteringCode1
Deep Deterministic Information Bottleneck with Matrix-based Entropy FunctionalCode1
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and UnderreachingCode1
Deep Stochastic Volatility ModelCode1
A Benchmark on Uncertainty Quantification for Deep Learning PrognosticsCode1
Deep Switching State Space Model (DS^3M) for Nonlinear Time Series Forecasting with Regime SwitchingCode1
Graph Representation Learning via Causal Diffusion for Out-of-Distribution RecommendationCode1
Differentiable Particle Filtering via Entropy-Regularized Optimal TransportCode1
BaCaDI: Bayesian Causal Discovery with Unknown InterventionsCode1
Discovering Autoregressive Orderings with Variational InferenceCode1
Discretely Relaxing Continuous Variables for tractable Variational InferenceCode1
DIVA: A Dirichlet Process Mixtures Based Incremental Deep Clustering Algorithm via Variational Auto-EncoderCode1
A theory of continuous generative flow networksCode1
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithmCode1
Efficient Probabilistic Logic Reasoning with Graph Neural NetworksCode1
Embrace the Gap: VAEs Perform Independent Mechanism AnalysisCode1
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantificationCode1
A practical tutorial on Variational BayesCode1
Enhance Vision-Language Alignment with NoiseCode1
Ensemble Kalman Filtering Meets Gaussian Process SSM for Non-Mean-Field and Online InferenceCode1
An Empirical Study: Extensive Deep Temporal Point ProcessCode1
AIN: Fast and Accurate Sequence Labeling with Approximate Inference NetworkCode1
BayesDAG: Gradient-Based Posterior Inference for Causal DiscoveryCode1
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