Software

Natural Language Processing

Multi-facet Embeddings

Unsupervised Hypernym Detection

Educational Data Mining



Computer Vision and Multimedia

Unsupervised Segmentation

  • Hierarchical Image Segmentation without Training (Matlab)
  • Mutiple Foreground Cosegmentation Decomposition (Matlab)
  • Efficient Hierarchical Graph-based Video Segmentation (C/C++ for Windows)
  • ~10 times faster than the original from LIBSVX

Clustering

Optical Flow

  • Superpixel-Based Large Displacement Optical Flow (Matlab)