Visualizing and Understanding Convolutional Networks
2014 · Lecture notes in computer science · 15K citations
https://doi.org/10.1007/978-3-319-10590-1_53
R
Rob Fergus
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173
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75
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120
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Rob Fergus is an academic researcher. The author has contributed to research in topics: Advanced Image and Video Retrieval Techniques & Domain Adaptation and Few-Shot Learning & Reinforcement Learning in Robotics. The author has an h-index of 75, co-authored 148 publications.
Papers by this author
worksLearning Spatiotemporal Features with 3D Convolutional Networks
2015 · 9,488 citations
https://doi.org/10.1109/iccv.2015.510
Indoor Segmentation and Support Inference from RGBD Images
2012 · Lecture notes in computer science · 5,502 citations
https://doi.org/10.1007/978-3-642-33715-4_54
Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-scale Convolutional Architecture
2015 · 2,855 citations
https://doi.org/10.1109/iccv.2015.304
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
2021 · Proceedings of the National Academy of Sciences · 2,808 citations
https://doi.org/10.1073/pnas.2016239118
Learning Generative Visual Models from Few Training Examples: An Incremental Bayesian Approach Tested on 101 Object Categories
2005 · 2,426 citations
https://doi.org/10.1109/cvpr.2004.383
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