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Papers
4Deform: Neural Surface Deformation for Robust Shape Interpolation
CVPR 2025
An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition
JMLR 2025
DeepCurrents: Learning Implicit Representations of Shapes With Boundaries
CVPR 2022
Semi-supervised Medical Image Segmentation through Dual-task Consistency
AAAI 2021
A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints
JMLR 2020
Implicit Geometric Regularization for Learning Shapes
ICML 2020
Convex Shape Prior for Multi-Object Segmentation Using a Single Level Set Function
ICCV 2019
Object Instance Annotation With Deep Extreme Level Set Evolution
CVPR 2019
Level-Set Methods for Finite-Sum Constrained Convex Optimization
ICML 2018
SobolevFusion: 3D Reconstruction of Scenes Undergoing Free Non-Rigid Motion
CVPR 2018
Deep Level Sets for Salient Object Detection
CVPR 2017
KillingFusion: Non-Rigid 3D Reconstruction Without Correspondences
CVPR 2017
Data-driven Flower Petal Modeling with Botany Priors
CVPR 2014
Fully Automated Non-rigid Segmentation with Distance Regularized Level Set Evolution Initialized and Constrained by Deep-structured Inference
CVPR 2014
Classification Using Geometric Level Sets
JMLR 2010