Rob Fergus - Concepedia

Author

Rob Fergus

New York University

Also Known As

Fergus, Rob, R. Fergus, Rob Fergus

170

Publications

89K

Citations

H-Index

144

Concepts

All Affiliations

New York University Courant Institute of Mathematical Sciences Meta (Israel)University of Applied Sciences and Arts of Southern Switzerland Supélec

About

Rob Fergus is an author at New York University specializing in engineering, machine learning, and machine vision.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	59	84	56.8K
2	Education	4	4	315
3	Arts	2	2	137
4	Health Sciences	2	2	1.1K
5	Business	1	1	2.1K

Rob Fergus

108

Publications

66.8K

Citations

H-Index

Page 1

	Year	Citations
Learning Spatiotemporal Features with 3D Convolutional Networks Du Tran, Lubomir Bourdev, Rob Fergus, Convolutional Neural NetworkImage AnalysisMachine VisionMachine LearningData Science	2015	9.5K
Intriguing properties of neural networks Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, arXiv (Cornell University) Artificial IntelligenceGeometric LearningConvolutional Neural NetworkDeep Neural NetworksMachine Vision	2013	5.7K
One-shot learning of object categories Li Fei-Fei, Rob Fergus, Pietro Perona IEEE Transactions on Pattern Analysis and Machine Intelligence Bayesian ImplementationFew-shot LearningEngineeringMachine LearningObject Categorization	2006	3K
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture David Eigen, Rob Fergus Convolutional Neural NetworkEngineeringMachine LearningDepth PredictionDepth Map	2015	2.9K
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences Alexander Rives, Joshua Meier, Tom Sercu, Proceedings of the National Academy of Sciences	2021	2.8K
Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories Li Fei-Fei, Rob Fergus, Pietro Perona EngineeringMachine LearningObject CategorizationGenerative SystemImage Classification	2005	2.4K
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network David Eigen, Christian Puhrsch, Rob Fergus arXiv (Cornell University)	2014	2.3K
Spectral Hashing Yair Weiss, Antonio Torralba, Rob Fergus neural information processing systems Graph SparsityEngineeringInformation RetrievalData ScienceData Mining	2008	2.1K
Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories Li Fei-Fei, Rob Fergus, Pietro Perona Computer Vision and Image Understanding Machine VisionMachine LearningImage AnalysisData SciencePattern Recognition	2007	2.1K
Object class recognition by unsupervised scale-invariant learning Rob Fergus, Pietro Perona, Andrew Zisserman Object CategorizationFeature DetectionMachine LearningScale-invariant Object ModelEngineering	2003	2K

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