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bayesian learning

185 papers

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bayesian inference (1904) variational inference (2069) uncertainty quantification (1365) markov chain monte carlo (724) probabilistic modeling (851) posterior distribution (259) gaussian process (1198) transfer learning (5442) reinforcement learning (4122) stochastic gradient (296)

Papers

iFS-RCNN: An Incremental Few-Shot Instance Segmenter CVPR 2022
Geometry-Aware Hierarchical Bayesian Learning on Manifolds WACV 2022
BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning COLING 2022
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022
Disentangled Spatiotemporal Graph Generative Models AAAI 2022
Bayesian Transformer Using Disentangled Mask Attention INTERSPEECH 2022
Repairing Neural Networks by Leaving the Right Past Behind NIPS 2022
Metalearning Linear Bandits by Prior Update AISTATS 2022
On the Convergence of the Shapley Value in Parametric Bayesian Learning Games ICML 2022
Latent Time Neural Ordinary Differential Equations AAAI 2022
Globally Gated Deep Linear Networks NIPS 2022
Knowledge transfer for learning subject-specific causal models PGM 2022
Evidential Reasoning and Learning: a Survey IJCAI 2022
Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning ICML 2021
Foundations of Bayesian Learning from Synthetic Data AISTATS 2021
Sequence-to-Sequence Learning for Deep Gaussian Process Based Speech Synthesis Using Self-Attention GP Layer INTERSPEECH 2021
Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021
MARTA: Leveraging Human Rationales for Explainable Text Classification AAAI 2021
On the Existence of The Adversarial Bayes Classifier NIPS 2021
Sparse Multi-Path Corrections in Fringe Projection Profilometry CVPR 2021
Near-Optimal Data Source Selection for Bayesian Learning L4DC 2021
Probabilistic robust linear quadratic regulators with Gaussian processes L4DC 2021
Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021
Geometric convergence of elliptical slice sampling ICML 2021
Posterior Meta-Replay for Continual Learning NIPS 2021