Very Deep Convolutional Networks for Large-Scale Image Recognition

ImageNet: A large-scale hierarchical image database

2009 • 52,855 citations

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

2014 • 27,452 citations

Backpropagation Applied to Handwritten Zip Code Recognition

1989 • 10,538 citations

The Pascal Visual Object Classes Challenge: A Retrospective

2014 • 6,574 citations

Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

2013 • 5,042 citations

OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks

2014 • 3,556 citations

Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks

2014 • 3,129 citations

Return of the Devil in the Details: Delving Deep into Convolutional Nets

2014 • 3,096 citations

Large Scale Distributed Deep Networks

2012 • 3,003 citations

Improving the Fisher Kernel for Large-Scale Image Classification

2010 • 2,611 citations

Caltech-256 Object Category Dataset

2007 • 2,476 citations

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

2014 • 2,476 citations

Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories

2005 • 2,076 citations

Two-Stream Convolutional Networks for Action Recognition in Videos

2014 • 1,546 citations

Going Deeper with Convolutions

2014 • 1,451 citations

Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models

2014 • 1,365 citations

Network In Network

2014 • 1,095 citations

One weird trick for parallelizing convolutional neural networks

2014 • 962 citations

Fully Convolutional Networks for Semantic Segmentation

2016 • 858 citations

CNN Features off-the-shelf: an Astounding Baseline for Recognition

2014 • 707 citations

ImageNet Large Scale Visual Recognition Challenge

2014 • 533 citations

Visualizing and Understanding Convolutional Networks

2013 • 478 citations

Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks

2013 • 405 citations

Exact solutions to the nonlinear dynamics of learning in deep linear neural networks

2014 • 383 citations

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

2013 • 343 citations

Deep Visual-Semantic Alignments for Generating Image Descriptions

2014 • 149 citations

Regularized Max Pooling for Image Categorization

2014 • 57 citations

Deep convolutional filter banks for texture recognition and segmentation

2014 • 54 citations

Material recognition in the wild with the Materials in Context Database

2014 • 20 citations

Actions and Attributes from Wholes and Parts

2014 • 11 citations