1 code implementation • Proceedings of the Northern Lights Deep Learning Workshop 2023 • Bibek Aryal, Katie E. Miles, Sergio A. Vargas Zesati, Olac Fuentes
Large-scale study of glaciers improves our understanding of global glacier change and is imperative for monitoring the ecological environment, preventing disasters, and studying the effects of global climate change.
no code implementations • 1 Jan 2021 • Anthony Ortiz, Kris Sankaran, Olac Fuentes, Christopher Kiekintveld, Pascal Vincent, Yoshua Bengio, Doina Precup
In this work we tackle the problem of out-of-distribution generalization through conditional computation.
1 code implementation • CVPR 2020 • Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Md Mahmudulla Hassan, Nebojsa Jojic
In many vision applications the local spatial context of the features is important, but most common normalization schemes including Group Normalization (GN), Instance Normalization (IN), and Layer Normalization (LN) normalize over the entire spatial dimension of a feature.
no code implementations • 27 Oct 2018 • Dalton Rosario, Anthony Ortiz, Olac Fuentes
We focus on the automatic 3D terrain segmentation problem using hyperspectral shortwave IR (HS-SWIR) imagery and 3D Digital Elevation Models (DEM).