publications

Multiple Instance Filtering
Wnuk, K., Soatto, S. In Advances in Neural Information Processing Systems, 2011.
[poster] [BibTeX]

@InCollection{wnukS11,
  author =     {Wnuk, K.
                and Soatto, S.},
  title =      {Multiple Instance Filtering},
  booktitle =  {Advances in Neural Information Processing Systems},
  year =       {2011}
}
              

Analyzing Diving: A Dataset for Judging Action Quality
Wnuk, K., Soatto, S. In Proceedings of the 2nd International Workshop on Video Event Categorization, Tagging and Retrieval (VECTaR2010), in conjunction with ACCV, 2010.
[BibTeX]

@InProceedings{wnukS10,
  author =     {Wnuk, K.
                and Soatto, S.},
  title =      {Analyzing Diving: A Dataset for Judging Action Quality},
  booktitle =  {Proceedings of the 2nd International Workshop on Video Event Categorization, 
                Tagging and Retrieval (VECTaR2010), in conjunction with ACCV},
  year =       {2010}
}
              

Spike Train Driven Dynamical Models for Human Actions
Raptis, M., Wnuk, K., Soatto, S. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010.
[BibTeX]

@InProceedings{raptisWS10,
  author =     {Raptis, M.
                and Wnuk, K.
                and Soatto, S.},
  title =      {Spike Train Driven Dynamical Models for Human Actions},
  booktitle =  {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year =       {2010}
}
              

Flexible Dictionaries for Action Classification
Raptis, M., Wnuk, K., Soatto, S. In Proceedings of the International Workshop on Machine Learning for Vision-based Motion Analysis (MLVMA08), in conjunction with ECCV, 2008.
[BibTeX]

@InProceedings{raptisWS08,
  author =     {Raptis, M.
                and Wnuk, K.
                and Soatto, S.},
  title =      {Flexible Dictionaries for Action Classification},
  booktitle =  {Proceedings of the International Workshop on Machine Learning for Vision-based Motion Analysis, in conjunction with ECCV},
  year =       {2008}
}
              

Filtering Internet Image Search Results Towards Keyword Based Category Recognition
Wnuk, K., Soatto, S. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008.
[poster] [BibTeX]

@InProceedings{wnukS08,
  author =     {Wnuk, K.
                and Soatto, S.},
  title =      {Filtering Internet Image Search Results Towards Keyword Based Category Recognition},
  booktitle =  {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  year =       {2008}
}
              

A Scalable Architecture for Multi Agent Vision Based Robot Scavenging
Wnuk, K., Fulkerson, B., Sudol, J. In Proceedings of the National Conference on Artificial Intelligence Mobile Robot Workshop, Boston, MA, 2006.

Dense 3D Mapping with Monocular Vision
Wnuk, K., Dang, F., Dodds, Z. In Proceedings of the International Conference on Autonomous Robots and Agents, 2004.

Teaching Robot Localization with the Evolution ER1
Dodds, Z., Santana, S., Erickson, B., Wnuk, K., Fisher, J., Livianu, M. AAAI Spring Symposium Series, March 2004.


other posters and presentations

Dense 3D Mapping with Monocular Vision (poster + presentation + paper)
Wnuk, K. ACM Student Research Competition (SRC), February 2005.
[1st place winner at SIGCSE, 3rd place in ACM SRC Grand Finals]