List of works - Ross Girshick

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Caffe: Convolutional Architecture for Fast Feature Embedding ⬇️

scientific article published on 20 June 2014

Efficient human pose estimation from single depth images

scientific article published in December 2013

Fast R-CNN

scholarly article

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

IEEE Transactions version of scientific article published on 6 June 2016

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks ⬇️

NeuRIPS version of scientific article, published in 2015

Feature Pyramid Networks for Object Detection ⬇️

article published in 2016

Focal Loss for Dense Object Detection

scientific article published on 23 July 2018

Generalized Sparselet Models for Real-Time Multiclass Object Recognition

scientific article

Impact of data on generalization of AI for surgical intelligence applications

scientific article published on 17 December 2020

Inferring and Executing Programs for Visual Reasoning ⬇️

scientific article published on 10 May 2017

LSDA: Large Scale Detection through Adaptation ⬇️

scientific article published in January 2014

Mask R-CNN

scientific article published on 05 June 2018

Microsoft COCO: Common Objects in Context ⬇️

scientific article (publication date: 21 February 2015)

Momentum Contrast for Unsupervised Visual Representation Learning

Momentum Contrast for Unsupervised Visual Representation Learning ⬇️

scientific article published on 13 November 2019

Object Detection Networks on Convolutional Feature Maps.

scientific article

Object Detection with Grammar Models ⬇️

scientific article published in January 2011

Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns.

scientific article published on 08 June 2016

Object detection with discriminatively trained part-based models

scientific article published in September 2010

PHYRE: A New Benchmark for Physical Reasoning ⬇️

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

scientific article published on January 2016

Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

Understanding Objects in Detail with Fine-Grained Attributes

You Only Look Once: Unified, Real-Time Object Detection ⬇️

scientific article published on 8 June 2015

List of works by Ross Girshick