256 citations · 376 across the 13 of their papers we have counts for
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cs.LG2016★ 36 cited
An empirical analysis of the optimization of deep network loss surfaces
Daniel Jiwoong Im, Michael Tao, Kristin Branson
The success of deep neural networks hinges on our ability to accurately and efficiently optimize high-dimensional, non-convex functions. In this paper, we empirically investigate t…
cs.AI2016★ 24 cited
Learning recurrent representations for hierarchical behavior modeling
Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue +1
We propose a framework for detecting action patterns from motion sequences and modeling the sensory-motor relationship of animals, using a generative recurrent neural network. The…