RESEARCH
Computer Vision
Adversarial Robustness
Disentangling the relationship between adversarial robustness and generalization.
Adversarial Robustness
Improved Shape Completion
Learning 3D shape completion under weak supervision; on ShapeNet, ModelNet, KITTI and Kinect data; published at CVPR and on ArXiv.
Improved Shape Completion Shape Completion
Superpixel Benchmark (2016)
A comprehensive comparison and evaluation of 28 superpixel algorithms on 5 different datasets; published in CVIU and GCPR.
Superpixel Benchmark (2016) Superpixel Benchmark (2014)
Superpixel Algorithms
Revised C++ implementations of two popular superpixel algorithms, SEEDS and FH, which are shown to outperform the original implementations.
Superpixel Algorithms
Video Segmentation
Efficient C++ implementation for hierarchical graph-based image segmentation.
Video Segmentation
Non-Convex Optimization
Efficient C++ implementation of iPiano, a proximal algorithm with inertial force for non-convex and non-smooth optimization; including applications to image segmentation.
Non-Convex OptimizationOPEN SOURCE
Web Development
Twitter Bootstrap Plugins
Some plugins for Twitter Bootstrap and jQuery; including a multiselect plugin and a password strength meter.
Twitter Bootstrap Plugins
Kohana Modules
Modules for the HMVC framework Kohana; including modules for user authentication, access control, form generation and validation, CSS and JS assets and more.
Kohana Modules
CMSimple Plugins and Themes
Plugins for CMSimple XH, a lightweight content management system; including, among others, news article, image gallery and YouTube plugins.
CMSimple Plugins and Themes
Wordpress Plugins and Themes
Experimental Wordpress plugins and themes; including this theme and plugins for author biographies and live data from GitHub.
Wordpress Plugins and ThemesMISC
Educational
MatLab Two-Layer Perceptron
A two-layer perceptron for digit classification on MNIST implemented in MatLab.
MatLab Two-Layer Perceptron
PHP Matrix Decompositions
Common matrix decompositions, including LU, Cholesky and QR decompositions, implemented in PHP; also includes an interactive application to demonstrate and explain the material.
PHP Matrix Decompositions
Kohana Demo
A simple Kohana application demonstrating common use cases for these Kohana modules.
Kohana Demo
Functional Dependencies
Relational databases can be described in terms of functional dependencies; this project implements functional dependencies as well as second and third normal form in PHP.
Functional Dependencies