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Causal Effect Variational Autoencoder with Uniform Treatment


Nov 16, 2021
Daniel Jiwoong Im, Kyunghyun Cho, Narges Razavian

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Online hyperparameter optimization by real-time recurrent learning


Feb 15, 2021
Daniel Jiwoong Im, Cristina Savin, Kyunghyun Cho

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Evaluation metrics for behaviour modeling


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

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* 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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Model-Agnostic Meta-Learning using Runge-Kutta Methods


Oct 17, 2019
Daniel Jiwoong Im, Yibo Jiang, Nakul Verma

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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

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* 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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Neural Machine Translation with Gumbel-Greedy Decoding


Jun 22, 2017
Jiatao Gu, Daniel Jiwoong Im, Victor O. K. Li

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