no code implementations • ICLR 2022 • Xiaofang Wang, Dan Kondratyuk, Eric Christiansen, Kris M. Kitani, Yair Alon, Elad Eban
Committee-based models (ensembles or cascades) construct models by combining existing pre-trained ones.
4 code implementations • 25 Feb 2019 • Chris Ying, Aaron Klein, Esteban Real, Eric Christiansen, Kevin Murphy, Frank Hutter
Recent advances in neural architecture search (NAS) demand tremendous computational resources, which makes it difficult to reproduce experiments and imposes a barrier-to-entry to researchers without access to large-scale computation.
no code implementations • 29 Sep 2013 • Eric Christiansen
The condensed nearest neighbor (CNN) algorithm is a heuristic for reducing the number of prototypical points stored by a nearest neighbor classifier, while keeping the classification rule given by the reduced prototypical set consistent with the full set.
no code implementations • NeurIPS 2012 • Andrew Ziegler, Eric Christiansen, David Kriegman, Serge J. Belongie
Keypoint matching between pairs of images using popular descriptors like SIFT or a faster variant called SURF is at the heart of many computer vision algorithms including recognition, mosaicing, and structure from motion.