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Rob Fergus | Researchclopedia

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Rob Fergus

173

Works

89,318

Citations

75

h-index

120

i10-index

Research Topics

Advanced Image and Video Retrieval Techniques Domain Adaptation and Few-Shot Learning Reinforcement Learning in Robotics

Affiliations

Supélec2013–2021

National Audubon Society2006–2006

University of Applied Sciences and Arts of Southern Switzerland2013–2021

University of South Australia2018–2018

Meta (Israel)2013–2021

Top Works

Visualizing and Understanding Convolutional Networks

Matthew D. Zeiler,Rob Fergus

201415,268 citations

Advanced Vision and Imaging

Image Retrieval and Classification Techniques

Learning Spatiotemporal Features with 3D Convolutional Networks

Du Tran,Lubomir Bourdev,et al.

20159,559 citations

Intriguing properties of neural networks

Christian Szegedy,Wojciech Zaremba,et al.

20135,706 citations

Indoor Segmentation and Support Inference from RGBD Images

Nathan Silberman,Derek Hoiem,et al.

20125,535 citations

One-shot learning of object categories

Li Fei-Fei,Rob Fergus,et al.

20063,042 citations

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences

Alexander Rives,Joshua Meier,et al.

20212,911 citations

Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture

David Eigen,Rob Fergus

20152,866 citations

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

Li Fei-Fei,Rob Fergus,et al.

20052,438 citations

Depth Map Prediction from a Single Image using a Multi-Scale Deep Network

David Eigen,Christian Puhrsch,et al.

20142,258 citations