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task uncertainty

9 papers

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variational inference (3) meta-reinforcement learning (2) multi-task learning (2) meta learning (2) latent parameter (1) context-aware reward (1) dynamics learning (1) task inference (1) degradation removal (1) non-stationary task (1)

Papers

Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025 UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model ICML 2025 MALIBO: Meta-learning for Likelihood-free Bayesian Optimization ICML 2024 MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024 Uncertainty Regularized Multi-Task Learning ACL 2022 Meta-Reinforcement Learning by Tracking Task Non-stationarity IJCAI 2021 Probabilistic task modelling for meta-learning UAI 2021 VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning JMLR 2021 VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning ICLR 2020