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Evaluation metrics for behaviour modeling

Jul 23, 2020
Daniel Jiwoong Im, Iljung Kwak, Kristin Branson

* 17 pages 

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Are skip connections necessary for biologically plausible learning rules?

Dec 04, 2019
Daniel Jiwoong Im, Rutuja Patil, Kristin Branson

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Detecting the Starting Frame of Actions in Video

Jun 07, 2019
Iljung S. Kwak, David Kriegman, Kristin Branson

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Importance Weighted Adversarial Variational Autoencoders for Spike Inference from Calcium Imaging Data

Jun 07, 2019
Daniel Jiwoong Im, Sridhama Prakhya, Jinyao Yan, Srinivas Turaga, Kristin Branson

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Stochastic Neighbor Embedding under f-divergences

Nov 03, 2018
Daniel Jiwoong Im, Nakul Verma, Kristin Branson

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Quantitatively Evaluating GANs With Divergences Proposed for Training

Apr 28, 2018
Daniel Jiwoong Im, He Ma, Graham Taylor, Kristin Branson

* ICLR 2018 

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An empirical analysis of the optimization of deep network loss surfaces

Dec 07, 2017
Daniel Jiwoong Im, Michael Tao, Kristin Branson

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Network-size independent covering number bounds for deep networks

Nov 08, 2017
Mayank Kabra, Kristin Branson

* We found a possible error in our analysis. We are re-evaluating, and may resubmit 

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Learning recurrent representations for hierarchical behavior modeling

Nov 15, 2016
Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona

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Sample complexity of learning Mahalanobis distance metrics

May 11, 2015
Nakul Verma, Kristin Branson

* 26 pages, 1 figure 

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Multi-camera Realtime 3D Tracking of Multiple Flying Animals

Jan 25, 2010
Andrew D. Straw, Kristin Branson, Titus R. Neumann, Michael H. Dickinson

* pdfTeX using libpoppler 3.141592-1.40.3-2.2 (Web2C 7.5.6), 18 pages with 9 figures 

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