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Continuous Optimization

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k-Pareto Optimality-Based Sorting with Maximization of Choice AISTATS 2022
Hierarchical Optimal Transport for Comparing Histopathology Datasets MIDL 2022
Fast and accurate optimization on the orthogonal manifold without retraction AISTATS 2022
Multi-View Mesh Reconstruction With Neural Deferred Shading CVPR 2022
Partially Does It: Towards Scene-Level FG-SBIR With Partial Input CVPR 2022
Robust and Accurate Superquadric Recovery: A Probabilistic Approach CVPR 2022
Bending Graphs: Hierarchical Shape Matching Using Gated Optimal Transport CVPR 2022
Camera Pose Estimation Using Implicit Distortion Models CVPR 2022
Deep Equilibrium Optical Flow Estimation CVPR 2022
GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision CVPR 2022
RAMA: A Rapid Multicut Algorithm on GPU CVPR 2022
Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources NIPS 2022
ARCS: Accurate Rotation and Correspondence Search CVPR 2022
Robust Online Control with Model Misspecification L4DC 2022
Dynamic Learning of Correlation Potentials for a Time-Dependent Kohn-Sham System L4DC 2022
Convergence Rates of Two-Time-Scale Gradient Descent-Ascent Dynamics for Solving Nonconvex Min-Max Problems L4DC 2022
Exact Partitioning of High-order Models with a Novel Convex Tensor Cone Relaxation JMLR 2022
On the complexity of the optimal transport problem with graph-structured cost AISTATS 2022
Convergence Analysis of Linear Coupling with Inexact Proximal Operator UAI 2022
Accelerating training of batch normalization: A manifold perspective UAI 2022
Orthogonal Gromov-Wasserstein discrepancy with efficient lower bound UAI 2022
GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation CORL 2022
Multilevel Optimization for Inverse Problems COLT 2022
Negative curvature obstructs acceleration for strongly geodesically convex optimization, even with exact first-order oracles COLT 2022
Dimension-free convergence rates for gradient Langevin dynamics in RKHS COLT 2022