Blog Entries

Publications

A Study on the Impact of Product Images on User Clicks for Online Shopping , A. Goswami, Naren Chittar, Sung H. Chung. In World Wide Web Conference, 2011

3-D Depth Reconstruction from a Single Still Image , A. Saxena, Sung H. Chung, Andrew Ng. In International Journal of Computer Vision (IJCV), vol. 76, no. 1, pp 53-69, Jan. 2008

Learning Depth from Single Monocular Images , A. Saxena, Sung H. Chung, Andrew Ng. In NIPS 18, 2006

Useful Links

Biological Vision Papers

Hierarchical Models of Object Recognition in Cortex

Neural Mechanisms of Object Recognition

Tree-based Machine Learning Papers

Stochastic Gradient Boosting

Restricted Boltzmann Machine (RBM) Papers

Various Tips for Training Restricted Boltzmann Machine

Ruslan Salakhutdinov's Ph.D Thesis with a Nice Introduction on RBM

Honglak Lee's Sparse Convolutional RBM

CUDA References

A Useful CUDA Course with Draft Copies of David Kirk's Textbook