Umut Güçlü

Estimating Nonlinear Dynamics with the ConvNet Smoother

2017 · arXiv (Cornell University)

Estimating the state of a dynamical system from a series of noise-corrupted observations is fundamental in many areas of science and engineering. The most well-known method, the Kalman smoother (and the related Kalman filter), relies …

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos

2018 · arXiv (Cornell University)

Explainability and interpretability are two critical aspects of decision support systems. Within computer vision, they are critical in certain tasks related to human behavior analysis such as in health care applications. Despite their importance, it …

Wasserstein Variational Inference

2018 · UvA-DARE (University of Amsterdam)

Contains fulltext : 214922.pdf (Publisher’s version ) (Open Access)