conftrace_
← Machine Learning
Machine Learning ›

Optimization & Theory

36,874 papers (3 classified directly here)

Subtopics

Optimization (14,983) Bayesian Inference (5,566) Learning Theory (5,334) Theory (4,955) Statistical Learning (4,117) Neural Network Optimization (3,649) Stochastic Processes (2,667) Loss Functions (1,162) Distributed Learning (1,135) Stochastic Methods (1,118) Online Algorithms (806) Statistics (684) Information Theory (318) Generalization (220) Sparse Optimization (158) Sample Complexity (99) Game Theory (30) Robust Optimization (17) Optimal Transport (14) Approximation Algorithms (10) Distributed Optimization (8) Convex Optimization (8)

Papers per year

1
52
337
806
3400
3289
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting CVPR 2017
Loss Max-Pooling for Semantic Image Segmentation CVPR 2017
Outlier-Robust Tensor PCA CVPR 2017
Unrolling the Shutter: CNN to Correct Motion Distortions CVPR 2017
Fried Binary Embedding for High-Dimensional Visual Features CVPR 2017
Efficient Global Point Cloud Alignment Using Bayesian Nonparametric Mixtures CVPR 2017
Efficient Linear Programming for Dense CRFs CVPR 2017
Elastic Shape-From-Template With Spatially Sparse Deforming Forces CVPR 2017
BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017
Noise-Blind Image Deblurring CVPR 2017
Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR 2017
Filter Flow Made Practical: Massively Parallel and Lock-Free CVPR 2017
Improving Pairwise Ranking for Multi-Label Image Classification CVPR 2017
Fast Video Classification via Adaptive Cascading of Deep Models CVPR 2017
Seeing Into Darkness: Scotopic Visual Recognition CVPR 2017
A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors CVPR 2017
Discriminative Optimization: Theory and Applications to Point Cloud Registration CVPR 2017
Video Desnowing and Deraining Based on Matrix Decomposition CVPR 2017
Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising CVPR 2017
Online Asymmetric Similarity Learning for Cross-Modal Retrieval CVPR 2017
Improving Interpretability of Deep Neural Networks With Semantic Information CVPR 2017
Improving Training of Deep Neural Networks via Singular Value Bounding CVPR 2017
Binary Constraint Preserving Graph Matching CVPR 2017
Single Image Reflection Suppression CVPR 2017
Linking Image and Text With 2-Way Nets CVPR 2017