
Deep Learning at Scale for Gravitational Wave Parameter Estimation of Binary Black Hole Mergers
We present the first application of deep learning at scale to do gravita...
03/05/2019 ∙ by Hongyu Shen, et al. ∙ 12 ∙ shareread it

MaxSliced Wasserstein Distance and its use for GANs
Generative adversarial nets (GANs) and variational autoencoders have si...
04/11/2019 ∙ by Ishan Deshpande, et al. ∙ 12 ∙ shareread it

CryoElectron Microscopy Image Analysis Using MultiFrequency Vector Diffusion Maps
Cryoelectron microscopy (EM) single particle reconstruction is an entir...
04/16/2019 ∙ by Yifeng Fan, et al. ∙ 12 ∙ shareread it

Steerable ePCA
In photonlimited imaging, the pixel intensities are affected by photon ...
12/20/2018 ∙ by Zhizhen Zhao, et al. ∙ 6 ∙ shareread it

Mahalanobis Distance for Class Averaging of CryoEM Images
Single particle reconstruction (SPR) from cryoelectron microscopy (EM) ...
11/10/2016 ∙ by Tejal Bhamre, et al. ∙ 0 ∙ shareread it

Fast Steerable Principal Component Analysis
Cryoelectron microscopy nowadays often requires the analysis of hundred...
12/02/2014 ∙ by Zhizhen Zhao, et al. ∙ 0 ∙ shareread it

Rotationally Invariant Image Representation for Viewing Direction Classification in CryoEM
We introduce a new rotationally invariant viewing angle classification m...
09/29/2013 ∙ by Zhizhen Zhao, et al. ∙ 0 ∙ shareread it

FourierBessel rotational invariant eigenimages
We present an efficient and accurate algorithm for principal component a...
11/08/2012 ∙ by Zhizhen Zhao, et al. ∙ 0 ∙ shareread it

Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders
Gravitational wave astronomy is a rapidly growing field of modern astrop...
11/27/2017 ∙ by Hongyu Shen, et al. ∙ 0 ∙ shareread it

Realtime regression analysis with deep convolutional neural networks
We discuss the development of novel deep learning algorithms to enable r...
05/07/2018 ∙ by E. A. Huerta, et al. ∙ 0 ∙ shareread it

LanczosNet: MultiScale Deep Graph Convolutional Networks
We propose the Lanczos network (LanczosNet), which uses the Lanczos algo...
01/06/2019 ∙ by Renjie Liao, et al. ∙ 0 ∙ shareread it

Deep Learning for MultiMessenger Astrophysics: A Gateway for Discovery in the Big Data Era
This report provides an overview of recent work that harnesses the Big D...
02/01/2019 ∙ by Gabrielle Allen, et al. ∙ 0 ∙ shareread it

Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising AutoEncoders
Denoising of time domain data is a crucial task for many applications su...
03/06/2019 ∙ by Hongyu Shen, et al. ∙ 0 ∙ shareread it

MultiFrequency Phase Synchronization
We propose a novel formulation for phase synchronization  the statisti...
01/24/2019 ∙ by Tingran Gao, et al. ∙ 0 ∙ shareread it

Representation Theoretic Patterns in MultiFrequency Class Averaging for ThreeDimensional CryoElectron Microscopy
We develop in this paper a novel intrinsic classification algorithm  m...
05/31/2019 ∙ by Tingran Gao, et al. ∙ 0 ∙ shareread it

Unsupervised CoLearning on GManifolds Across Irreducible Representations
We introduce a novel colearning paradigm for manifolds naturally equipp...
06/06/2019 ∙ by Yifeng Fan, et al. ∙ 0 ∙ shareread it

MultiFrequency Vector Diffusion Maps
We introduce multifrequency vector diffusion maps (MFVDM), a new framew...
06/06/2019 ∙ by Yifeng Fan, et al. ∙ 0 ∙ shareread it

Be Aware of NonStationarity: Nearly Optimal Algorithms for PiecewiseStationary Cascading Bandits
Cascading bandit (CB) is a variant of both the multiarmed bandit (MAB) ...
09/12/2019 ∙ by Lingda Wang, et al. ∙ 0 ∙ shareread it
Zhizhen Zhao
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