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variational optimization

17 papers

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Co-occurring keywords

variational inference (2069) variational method (45) image restoration (1517) multiview stereo (12) shadow illumination model (1) fair generative model (3) stochastic partial differential equation (6) infinite dimensional system (1) sea surface temperature (4) lecam divergence (2)

Papers

SSTODE: Ocean-Atmosphere Physics-Informed Neural ODEs for Sea Surface Temperature Prediction AAAI 2026
On Probabilistic Embeddings in Optimal Dimension Reduction JMLR 2025
Geometric Gait Optimization for Kinodynamic Systems Using a Lie Group Integrator RSS 2025
A Fair Generative Model Using LeCam Divergence AAAI 2023
VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning NIPS 2023
Efficient Model-Driven Network for Shadow Removal AAAI 2022
Deep Mutual Information Maximin for Cross-Modal Clustering AAAI 2021
Bayesian Pseudocoresets NIPS 2020
Variational Optimization on Lie Groups, with Examples of Leading (Generalized) Eigenvalue Problems AISTATS 2020
Lifting Vectorial Variational Problems: A Natural Formulation Based on Geometric Measure Theory and Discrete Exterior Calculus CVPR 2019
Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems CORL 2019
Robust Energy Minimization for BRDF-Invariant Shape From Light Fields CVPR 2017
Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration CVPR 2016
A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models AISTATS 2016
Variational PatchMatch MultiView Reconstruction and Refinement ICCV 2015
Intrinsic Scene Decomposition From RGB-D images ICCV 2015
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011