conftrace_
← Deep Learning
Deep Learning ›

Optimization & Theory

6,829 papers (27 classified directly here)

Subtopics

Model Compression (1,785) Optimization (1,664) Efficient Computing (1,579) Theory (1,082) Neural Network Optimization (903) Evaluation (509) Loss Functions (123) Interpretability (105) Stochastic Methods (97) Regularization (77) Generalization (24) Sparse Optimization (7)

Papers per year

8
50
642
1173
'10
'15
'20
'25

Papers (including subtopics)

Predicting Parameters in Deep Learning NIPS 2013
Fast Template Evaluation with Vector Quantization NIPS 2013
Exact and Stable Recovery of Pairwise Interaction Tensors NIPS 2013
Variance Reduction for Stochastic Gradient Optimization NIPS 2013
Convex Two-Layer Modeling NIPS 2013
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction NIPS 2013
Deep content-based music recommendation NIPS 2013
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements NIPS 2013
Blind Calibration in Compressed Sensing using Message Passing Algorithms NIPS 2013
Deformable Graph Matching CVPR 2013
A Convex Regularizer for Reducing Color Artifact in Color Image Recovery CVPR 2013
Optimized Pedestrian Detection for Multiple and Occluded People CVPR 2013
Depth Super Resolution by Rigid Body Self-Similarity in 3D CVPR 2013
Fast, Accurate Detection of 100,000 Object Classes on a Single Machine CVPR 2013
Groupwise Registration via Graph Shrinkage on the Image Manifold CVPR 2013
On a Link Between Kernel Mean Maps and Fraunhofer Diffraction, with an Application to Super-Resolution Beyond the Diffraction Limit CVPR 2013
The Episolar Constraint: Monocular Shape from Shadow Correspondence CVPR 2013
Blind Deconvolution of Widefield Fluorescence Microscopic Data by Regularization of the Optical Transfer Function (OTF) CVPR 2013
Learning Separable Filters CVPR 2013
Texture Enhanced Image Denoising via Gradient Histogram Preservation CVPR 2013
Optimization Problems for Fast AAM Fitting in-the-Wild ICCV 2013
Go-ICP: Solving 3D Registration Efficiently and Globally Optimally ICCV 2013
Dynamic Structured Model Selection ICCV 2013
Beyond Hard Negative Mining: Efficient Detector Learning via Block-Circulant Decomposition ICCV 2013
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems ICML 2013