Walter J. Scheirer

Curriculum Vitae

Postdoctoral Fellows

Daniel Moreira

Graduate Students

Sreya Banerjee

Nathaniel Blanchard

Jacob Dumford

Abigail Graese

Samuel Grieggs

Jeffery Kinnison

Derek Prijatelj

Brandon RichardWebster

Ali Shahbazi

Bingyu Shen

Rosaura Vidal Mata

William Theisen

Teaching

Spring 2018: CSE 40567/44567/60567 Computer Security

Spring 2017: CSE 40567/60567 Computer Security

Spring 2016: CSE 40567/60567 Computer Security

Fall 2015: CSE 40537/60537 Biometrics

Recent Publications (see all)

1. "The Limits and Potentials of Deep Learning for Robotics,"

   Niko Sunderhauf, Oliver Brock, Walter J. Scheirer, Raia Hadsell, Dieter Fox,
   Jurgen Leitner, Ben Upcroft, Pieter Abbeel, Wolfram Burgard, Michael Milford,
   Peter Corke,

   International Journal of Robotics Research,

   April 2018.

   [pdf]

   [bibtex]

   @article{Sunderhauf2018,
   author = {Niko Sunderhauf and
   Oliver Brock and
   Walter J. Scheirer and
   Raia Hadsell and
   Dieter Fox and
   Jurgen Leitner and
   Ben Upcroft and
   Pieter Abbeel and
   Wolfram Burgard and
   Michael Milford and
   Peter Corke},
   title = {The Limits and Potentials of Deep Learning for Robotics},
   journal = {International Journal of Robotics Research},
   volume = {37},
   number = {4-5},
   year = {2018}
   }
   
2. "Using Human Brain Activity to Guide Machine Learning,"

   Ruth C. Fong, Walter J. Scheirer, David D. Cox,

   Scientific Reports,

   March 2018.

   [pdf] [supp. material]

   [bibtex]

   @article{fong2018using,
   title={Using human brain activity to guide machine learning},
   author={Fong, Ruth C and Scheirer, Walter J and Cox, David D},
   journal={Scientific reports},
   volume={8},
   number={1},
   pages={5397},
   year={2018},
   publisher={Nature Publishing Group}
   }
3. "SHADHO: Massively Scalable Hardware-Aware Distributed Hyperparameter
   Optimization,"

   Jeff Kinnison, Nathaniel Kremer-Herman, Douglas Thain, Walter J. Scheirer,

   Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV),

   March 2018.

   [pdf]

   [bibtex]

   @InProceedings{KinnisonKTS17,
   author = {Jeff Kinnison and
   Nathaniel Kremer{-}Herman and
   Douglas Thain and
   Walter J. Scheirer},
   title = {{SHADHO:} Massively Scalable Hardware-Aware Distributed Hyperparameter
   Optimization},
   booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
   year = {2018}
   }
   
4. "UG^2: a Video Benchmark for Assessing the Impact of Image Restoration
   and Enhancement on Automatic Visual Recognition,"

   Rosaura Vidal Mata, Sreya Banerjee, Klemen Grm, Vitomir Struc, Walter J. Scheirer,

   Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV),

   March 2018.

   [pdf] [dataset] [workshop]

   [bibtex]

   @InProceedings{vidal2018ug,
   title={UG$^{2}$: a Video Benchmark for Assessing the Impact of Image Restoration and Enhancement on Automatic Visual Recognition},
   author={Vidal, Rosaura G and Banerjee, Sreya and Grm, Klemen and Struc, Vitomir and Scheirer, Walter J},
   booktitle={IEEE Winter Conference on Applications of Computer Vision (WACV)},
   year={2018}
   }
   
5. "The Extreme Value Machine,"

   Ethan Rudd, Lalit P. Jain, Walter J. Scheirer, Terrance Boult,

   IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI),

   March 2018.

   [pdf] [supp. material] [code]

   [bibtex]

   @article{Rudd_2018_TPAMI,
   author = {Ethan Rudd and Lalit P. Jain and Walter J. Scheirer and Terrance Boult},
   title = {The Extreme Value Machine},
   journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)},
   volume = {40},
   number = {3},
   month = {March},
   year = {2018}
   }
   
6. "Neuron Segmentation Using Deep Complete Bipartite Networks,"

   Jianxu Chen, Sreya Banerjee, Abhinav Grama, Walter J. Scheirer, Danny Z. Chen,

   Proceedings of the International Conference on Medical Image Computing and Computer
   Assisted Intervention (MICCAI),

   September 2017.

   [pdf]

   [bibtex]

   @InProceedings{Chen_2017_MICCAI,
   author = {Jianxu Chen and Sreya Banerjee and Abhinav Grama and Walter J. Scheirer and Danny Z. Chen},
   title = {Neuron Segmentation Using Deep Complete Bipartite Networks},
   booktitle = {International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)},
   month = {September},
   year = {2017}
   }
   
7. "Predicting First Impressions with Deep Learning,"

   Mel McCurie, Fernando Beletti, Lucas Parzianello, Allen Westendorp, Samuel E. Anthony,
   Walter J. Scheirer,

   Proceedings of the IEEE Conference on Automatic Face and Gesture Recognition (FG),

   May 2017.

   [pdf] [code & data]

   [bibtex]

   @InProceedings{McCurie_2017_FG,
   author = {Mel McCurie and Fernando Beletti and Lucas Parzianello and Allen Westendorp and
   Samuel E. Anthony and Walter J. Scheirer},
   title = {Predicting First Impressions with Deep Learning},
   booktitle = {IEEE Conference on Automatic Face and Gesture Recognition (FG)},
   month = {May},
   year = {2017}
   }
   
8. "Extreme Value Theory-Based Methods for Visual Recognition,"

   Walter J. Scheirer,

   Morgan & Claypool Publishers,

   February 2017.

   [buy]

   [bibtex]

   @book{Scheirer_2017_MC,
   author = {Walter J. Scheirer},
   title = {Extreme Value Theory-Based Methods for Visual Recognition},
   publisher = {Morgan & Claypool Publishers},
   month = {February},
   year = {2017}
   }