Jonathan Long

Computer Science · Physical Sciences

10h-index63.9kcitations13works0.02yr avg
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Research Topics

Advanced Neural Network Applications(7), Advanced Image and Video Retrieval Techniques(5), Multimodal Machine Learning Applications(5), Image Retrieval and Classification Techniques(4), Domain Adaptation and Few-Shot Learning(4)

Publications13 total

Transfer trial: Ancillary study within the UroCCR network. Does the transfer of knowledge from the pioneer generation to the second generation accelerate the learning curve of Robot-Assisted Partial Nephrectomies (RAPN)?
European Urology·2021
Fully Convolutional Networks for Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2016· 10.9k cited
Fully Convolutional Networks for Semantic Segmentation
arXiv (Cornell University)·2016· 837 citedOpen Access
Understanding and Designing Convolutional Networks for Local Recognition Problems
eScholarship (California Digital Library)·2016· 1 citedOpen Access
Large scale visual recognition through adaptation using joint representation and multiple instance learning
2016· 21 cited
Fully convolutional networks for semantic segmentation
2015· 36.2k cited
Fully Convolutional Multi-Class Multiple Instance Learning
arXiv (Cornell University)·2014· 267 citedOpen Access
Do Convnets Learn Correspondence?
arXiv (Cornell University)·2014· 160 citedOpen Access
Caffe
2014· 11.1k cited
Caffe: Convolutional Architecture for Fast Feature Embedding
arXiv (Cornell University)·2014· 4.3k citedOpen Access
Practical 3-D Object detection using category and instance-level appearance models
2011 IEEE/RSJ International Conference on Intelligent Robots and Systems·2011· 18 cited
Medical validation and CBIR of spine x-ray images over the Internet
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2006· 11 cited
<title>Developing a comprehensive system for content-based retrieval of image and text data from a national survey</title>
Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE·2005· 6 cited

Frequent Co-authors

Trevor Darrell(9), Evan Shelhamer(6), Yangqing Jia(3), Sergey Karayev(3), Sergio Guadarrama(3), Jeff Donahue(2), Ross Girshick(2), Deepak Pathak(2), Kate Saenko(2), Sameer Antani(2), L. Rodney Long(2), George R. Thoma(2), Ning Zhang(1), Judy Hoffman(1), Eric Tzeng(1), Alex Shyr(1), Allison Janoch(1), Mario Fritz(1), Jing Cheng(1), Mukil Natarajan(1)