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Dora Angelaki

2 accepted papers

2020

Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking

NeurIPS 2020poster

Noninvasive behavioral tracking of animals is crucial for many scientific investigations. Recent transfer learning approaches for behavioral tracking have considerably advanced the state of the art. Typically these methods treat each video frame and each object to be tracked independently. In this w…

2020

Efficient estimation of neural tuning during naturalistic behavior

NeurIPS 2020poster

Recent technological advances in systems neuroscience have led to a shift away from using simple tasks, with low-dimensional, well-controlled stimuli, towards trying to understand neural activity during naturalistic behavior. However, with the increase in number and complexity of task-relevant featu…