Elliott Skomski

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Transfer Learning

Top Venues

Publications

Shrirang Abhyankar, Ján Drgona, Andrew August, Elliott Skomski, Aaron Tuor
Neuro-physical dynamic load modeling using differentiable parametric optimization. CoRR (2022)
Jung H. Lee, Henry J. Kvinge, Scott Howland, Zachary New, John Buckheit, Lauren A. Phillips, Elliott Skomski, Jessica Hibler, Courtney D. Corley, Nathan O. Hodas
Adaptive Transfer Learning: a simple but effective transfer learning. CoRR (2021)
Elliott Skomski, Jan Drgona, Aaron Tuor
Automating Discovery of Physics-Informed Neural State Space Models via Learning and Evolution. L4DC (2021)
Elliott Skomski, Soumya Vasisht, Colby Wight, Aaron Tuor, Jan Drgona, Draguna L. Vrabie
Constrained Block Nonlinear Neural Dynamical Models. ACC (2021)
Elliott Skomski, Aaron Tuor, Andrew Avila, Lauren A. Phillips, Zachary New, Henry Kvinge, Courtney D. Corley, Nathan O. Hodas
Prototypical Region Proposal Networks for Few-Shot Localization and Classification. CoRR (2021)
Elliott Skomski, Soumya Vasisht, Colby Wight, Aaron Tuor, Jan Drgona, Draguna L. Vrabie
Constrained Block Nonlinear Neural Dynamical Models. CoRR (2021)
Jan Drgona, Aaron Tuor, Soumya Vasisht, Elliott Skomski, Draguna L. Vrabie
Deep Learning Explicit Differentiable Predictive Control Laws for Buildings. CoRR (2021)
Henry Kvinge, Scott Howland, Nico Courts, Lauren A. Phillips, John Buckheit, Zachary New, Elliott Skomski, Jung H. Lee, Sandeep Tiwari, Jessica Hibler, Courtney D. Corley, Nathan O. Hodas
One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations. CoRR (2021)
Jan Drgona, Elliott Skomski, Soumya Vasisht, Aaron Tuor, Draguna L. Vrabie
Spectral Analysis and Stability of Deep Neural Dynamics. CoRR (2020)
Elliott Skomski, Jan Drgona, Aaron Tuor
Physics-Informed Neural State Space Models via Learning and Evolution. CoRR (2020)
Joseph A. Cottam, Leslie M. Blaha, Dimitri Zarzhitsky, Mathew Thomas, Elliott Skomski
Crossing the Streams: Fuzz testing with user input. IEEE BigData (2017)