Connecting Modalities: Semi-supervised Segmentation and Annotation of Images Using Unaligned Text Corpora
Richard Socher and Li Fei-Fei
IEEE Computer Vision and Pattern Recognition (CVPR 2010)
[ paper, code+data, project page ]

A Bayesian analysis of dynamics in free recall
Richard Socher, Sam J. Gershman, Adler Perotte, Per Sederberg, Ken A. Norman, and David M. Blei
Advances in Neural Information Processing Systems 22 (NIPS 2009)
[ paper, code+data, poster, project page ]

Towards Total Scene Understanding: Classification, Annotation and Segmentation in an Automatic Framework
Li-Jia Li, Richard Socher, and Li Fei-Fei
IEEE Computer Vision and Pattern Recognition (CVPR 2009, Oral)
[ paper, code+data, slides, project page ]

ImageNet: A Large-Scale Hierarchical Image Database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei
IEEE Computer Vision and Pattern Recognition (CVPR 2009)
[ paper, project page ]

A Learning Based Hierarchical Model for Vessel Segmentation
Richard Socher, Adrian Barbu, and Dorin Comaniciu
In 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2008, Oral)
[ paper, slides, project page ]

Book: Automatic Extension of Semantic Lexicons with a Bootstrapping Algorithm - Using Corpora to Learn Semantic Features (Paperback)
Richard Socher
ISBN-10: 3639031377, ISBN-13: 978-3639031379, Publisher: VDM Verlag Dr. Mueller e.K. (May 28, 2008)
[ amazon.com, amazon.de ]

Combining Contexts in Lexicon Learning for Semantic Parsing
Richard Socher, Chris Biemann, and Rainer Osswald
Proceedings of NODALIDA 2007, Tartu, Estonia
[ paper, slides, bibtex ]