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)

Generalized Video Deblurring for Dynamic Scenes CVPR 2015
SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015
Fast and Effective L0 Gradient Minimization by Region Fusion ICCV 2015
Conformal and Low-Rank Sparse Representation for Image Restoration ICCV 2015
Learning Nonlinear Spectral Filters for Color Image Reconstruction ICCV 2015
Thin Structure Estimation With Curvature Regularization ICCV 2015
Low-Rank Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image Denoising ICCV 2015
Improving Image Restoration With Soft-Rounding ICCV 2015
See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG ICCV 2015
Pan-Sharpening With a Hyper-Laplacian Penalty ICCV 2015
Rolling Shutter Super-Resolution ICCV 2015
A Versatile Scene Model With Differentiable Visibility Applied to Generative Pose Estimation ICCV 2015
Global Structure-From-Motion by Similarity Averaging ICCV 2015
As-Rigid-As-Possible Volumetric Shape-From-Template ICCV 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification ICCV 2015
Adaptive Hashing for Fast Similarity Search ICCV 2015
What Makes an Object Memorable? ICCV 2015
Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations ICCV 2015
Global, Dense Multiscale Reconstruction for a Billion Points ICCV 2015
Secrets of GrabCut and Kernel K-Means ICCV 2015
Video Matting via Sparse and Low-Rank Representation ICCV 2015
The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals ICCV 2015
Detection and Segmentation of 2D Curved Reflection Symmetric Structures ICCV 2015
Enhancing Road Maps by Parsing Aerial Images Around the World ICCV 2015
Parsimonious Labeling ICCV 2015