variational method

Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation CVPR 2025 On Probabilistic Embeddings in Optimal Dimension Reduction JMLR 2025 VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology ICLR 2025 On Online Experimentation without Device Identifiers ICML 2024 Parametric model reduction of mean-field and stochastic systems via higher-order action matching NeurIPS 2024 Systematic improvement of neural network quantum states using Lanczos NeurIPS 2022 There Are a Thousand Hamlets in a Thousand People’s Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory ACL 2022 End-to-end reconstruction meets data-driven regularization for inverse problems NeurIPS 2021 Integrating Human Gaze Into Attention for Egocentric Activity Recognition WACV 2021 Out-of-Core Surface Reconstruction via Global TGV Minimization ICCV 2021 Deep Variational Instance Segmentation NeurIPS 2020 Formal Limitations on the Measurement of Mutual Information AISTATS 2020 Inferring Super-Resolution Depth from a Moving Light-Source Enhanced RGB-D Sensor: A Variational Approach WACV 2020 Minimizing Discrete Total Curvature for Image Processing CVPR 2020 On Scene Flow Computation of Gas Structures with Optical Gas Imaging Cameras WACV 2020 Total Deep Variation for Linear Inverse Problems CVPR 2020 A Variational Pan-Sharpening With Local Gradient Constraints CVPR 2019 Lifting Vectorial Variational Problems: A Natural Formulation Based on Geometric Measure Theory and Discrete Exterior Calculus CVPR 2019 PDE Acceleration for Active Contours CVPR 2019 Fight Ill-Posedness With Ill-Posedness: Single-Shot Variational Depth Super-Resolution From Shading CVPR 2018 The Description Length of Deep Learning models NeurIPS 2018 Variational PDEs for Acceleration on Manifolds and Application to Diffeomorphisms NeurIPS 2018 A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017 Learning Hierarchical Features from Deep Generative Models ICML 2017 Non-Local Color Image Denoising With Convolutional Neural Networks CVPR 2017