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Optimization

12,959 papers (55 classified directly here)

Subtopics

Continuous Optimization (3,907) Stochastic Methods (2,788) Combinatorial Optimization (2,409) Online Algorithms (2,192) Optimization (1,207) Game Theory (944) Discrete Optimization (705) Convex Optimization (591) Optimal Transport (369) Sparse Optimization (347) Optimal Control (225) Global Optimization (190) Distributed Learning (157) Multi-Objective Optimization (125) Approximation Algorithms (110) Bayesian Optimization (100) Distributed Optimization (99) Theory (98) Non-Convex Optimization (76) Kernel Methods (73) Compressed Sensing (72) Robust Optimization (70) Evolutionary Algorithm (58) Linear Programming (43) Algorithms (10) Algorithm (10) Integer Programming (9) Submodular Optimization (9) Matrix Completion (8) Bilevel Optimization (8) Tensor Decomposition (6) Regularization (5)

Papers per year

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Papers (including subtopics)

Robust Homography Estimation via Dual Principal Component Pursuit CVPR 2020
Learning to Optimize on SPD Manifolds CVPR 2020
Approximating shapes in images with low-complexity polygons CVPR 2020
Learning Combinatorial Solver for Graph Matching CVPR 2020
Relative Interior Rule in Block-Coordinate Descent CVPR 2020
Globally Optimal Contrast Maximisation for Event-Based Motion Estimation CVPR 2020
Hierarchically Robust Representation Learning CVPR 2020
Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment CVPR 2020
A Graduated Filter Method for Large Scale Robust Estimation CVPR 2020
Total Deep Variation for Linear Inverse Problems CVPR 2020
Global Optimality for Point Set Registration Using Semidefinite Programming CVPR 2020
Minimizing Discrete Total Curvature for Image Processing CVPR 2020
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020
Optimal least-squares solution to the hand-eye calibration problem CVPR 2020
A Certifiably Globally Optimal Solution to Generalized Essential Matrix Estimation CVPR 2020
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020
Joint Graph-Based Depth Refinement and Normal Estimation CVPR 2020
Sparse Layered Graphs for Multi-Object Segmentation CVPR 2020
CARP: Compression Through Adaptive Recursive Partitioning for Multi-Dimensional Images CVPR 2020
Smooth Shells: Multi-Scale Shape Registration With Functional Maps CVPR 2020
A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020
Semi-supervised New Event Type Induction and Event Detection EMNLP 2020
Scaling Hidden Markov Language Models EMNLP 2020
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too! EMNLP 2020
Word Rotator’s Distance EMNLP 2020