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Deep Learning

66,648 papers (25 classified directly here)

Subtopics

Learning Types (28,663) Architectures (27,448) Models (16,617) Techniques (8,241) Optimization & Theory (6,829) Application Areas (46)

Papers per year

2
65
428
6150
10854
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Papers (including subtopics)

Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015
Deep Hierarchical Parsing for Semantic Segmentation CVPR 2015
Designing Deep Networks for Surface Normal Estimation CVPR 2015
Hashing With Binary Autoencoders CVPR 2015
SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite CVPR 2015
Collaborative Feature Learning From Social Media CVPR 2015
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection CVPR 2015
Efficient Object Localization Using Convolutional Networks CVPR 2015
Rotating Your Face Using Multi-Task Deep Neural Network CVPR 2015
Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks CVPR 2015
Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning CVPR 2015
MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking CVPR 2015
Finding Action Tubes CVPR 2015
Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal CVPR 2015
Sparse Convolutional Neural Networks CVPR 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering CVPR 2015
Cross-Scene Crowd Counting via Deep Convolutional Neural Networks CVPR 2015
The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification CVPR 2015
End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression CVPR 2015
ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding CVPR 2015
Mid-Level Deep Pattern Mining CVPR 2015
Understanding Image Representations by Measuring Their Equivariance and Equivalence CVPR 2015
Bilinear Heterogeneous Information Machine for RGB-D Action Recognition CVPR 2015
Weakly Supervised Object Detection With Convex Clustering CVPR 2015
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database CVPR 2015