Ross Girshick

Fast R-CNN

Ross Girshick

Comments To appear in ICCV 2015

Exploring Nearest Neighbor Approaches for Image Captioning

Jacob Devlin, Saurabh Gupta, Ross Girshick, Margaret Mitchell, C. Lawrence Zitnick

Actions and Attributes from Wholes and Parts

Georgia Gkioxari, Ross Girshick, Jitendra Malik

Hypercolumns for Object Segmentation and Fine-grained Localization

Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik

Comments CVPR Camera ready

Microsoft COCO: Common Objects in Context

Tsung-Yi Lin, Michael Maire, Serge Belongie, Lubomir Bourdev, Ross Girshick, James Hays, Pietro Perona, Deva Ramanan, C. Lawrence Zitnick, Piotr Dollár

Comments 1) updated annotation pipeline description and figures; 2) added new section describing datasets splits; 3) updated author list

Inferring 3D Object Pose in RGB-D Images

Saurabh Gupta, Pablo Arbeláez, Ross Girshick, Jitendra Malik

Comments 13 pages, 8 figures, 4 tables

Rich feature hierarchies for accurate object detection and semantic segmentation

Ross Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik

Comments Extended version of our CVPR 2014 paper; latest update (v5) includes results using deeper networks (see Appendix G. Changelog)

Deformable Part Models are Convolutional Neural Networks

Ross Girshick, Forrest Iandola, Trevor Darrell, Jitendra Malik

Analyzing the Performance of Multilayer Neural Networks for Object Recognition

Pulkit Agrawal, Ross Girshick, Jitendra Malik

Comments Published in European Conference on Computer Vision 2014 (ECCV-2014)

Caffe: Convolutional Architecture for Fast Feature Embedding

Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, Trevor Darrell

Comments Tech report for the Caffe software at http://github.com/BVLC/Caffe/

Learning Rich Features from RGB-D Images for Object Detection and Segmentation

Saurabh Gupta, Ross Girshick, Pablo Arbeláez, Jitendra Malik

Comments To appear in the European Conference on Computer Vision (ECCV), 2014

Part-based R-CNNs for Fine-grained Category Detection

Ning Zhang, Jeff Donahue, Ross Girshick, Trevor Darrell

Comments 16 pages. To appear at European Conference on Computer Vision (ECCV), 2014

Simultaneous Detection and Segmentation

Bharath Hariharan, Pablo Arbeláez, Ross Girshick, Jitendra Malik

Comments To appear in the European Conference on Computer Vision (ECCV), 2014

R-CNNs for Pose Estimation and Action Detection

Georgia Gkioxari, Bharath Hariharan, Ross Girshick, Jitendra Malik

On learning to localize objects with minimal supervision

Hyun Oh Song, Ross Girshick, Stefanie Jegelka, Julien Mairal, Zaid Harchaoui, Trevor Darrell

DenseNet: Implementing Efficient ConvNet Descriptor Pyramids

Forrest Iandola, Matt Moskewicz, Sergey Karayev, Ross Girshick, Trevor Darrell, Kurt Keutzer