1.2k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Goddard Space Flight CenterUS54 papers
- University of Maryland, College ParkUS42 papers
- University of Maryland, Baltimore CountyUS25 papers
- Johns Hopkins UniversityUS23 papers
- Center for Astrophysics Harvard & SmithsonianUS17 papers
- Space Telescope Science InstituteUS16 papers
- Massachusetts Institute of TechnologyUS15 papers
- University of BaltimoreUS15 papers
- California Institute of TechnologyUS12 papers
- Pennsylvania State UniversityUS11 papers
- Brera Astronomical ObservatoryIT10 papers
- Harvard UniversityUS10 papers
14 papers · 1 filter
Distributed Gradient Descent with Coded Partial Gradient Computations
Emre Ozfatura, Sennur Ulukus, Deniz Gunduz
Coded computation techniques provide robustness against straggling servers in distributed computing, with the following limitations: First, they increase decoding complexity. Secon…
Early evolution of purple retinal pigments on Earth and implications for exoplanet biosignatures
Shiladitya DasSarma, Edward W. Schwieterman
We propose that retinal-based phototrophy arose early in the evolution of life on Earth, profoundly impacting the development of photosynthesis and creating implications for the se…
GRB171205A/SN2017iuk: A local low-luminosity gamma-ray burst
V. D'Elia, S. Campana, A. D'Aì +19
Gamma-ray bursts (GRBs) occurring in the local Universe constitute an interesting sub-class of the GRB family, since their luminosity is on average lower than that of their cosmolo…
Deep Learning for Quality Control of Subcortical Brain 3D Shape Models
Dmitry Petrov, Boris A. Gutman Egor Kuznetsov, Theo G. M. van Erp +70
We present several deep learning models for assessing the morphometric fidelity of deep grey matter region models extracted from brain MRI. We test three different convolutional ne…
Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response
Sadegh Riyahi, Wookjin Choi, Chia-Ju Liu +8
Quantification of local metabolic tumor volume (MTV) chan-ges after Chemo-radiotherapy would allow accurate tumor response evaluation. Currently, local MTV changes in esophageal (s…
On Lipschitz Bounds of General Convolutional Neural Networks
Dongmian Zou, Radu Balan, Maneesh Singh
Many convolutional neural networks (CNNs) have a feed-forward structure. In this paper, a linear program that estimates the Lipschitz bound of such CNNs is proposed. Several CNNs,…
Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines
Daniel J. Luckett, Eric B. Laber, Samer S. El-Kamary +5
Many problems that appear in biomedical decision making, such as diagnosing disease and predicting response to treatment, can be expressed as binary classification problems. The co…
Real-Time 2D-3D Deformable Registration with Deep Learning and Application to Lung Radiotherapy Targeting
Markus D. Foote, Blake E. Zimmerman, Amit Sawant +1
Radiation therapy presents a need for dynamic tracking of a target tumor volume. Fiducial markers such as implanted gold seeds have been used to gate radiation delivery but the mar…
Elastic Neural Networks: A Scalable Framework for Embedded Computer Vision
Yue Bai, Shuvra S. Bhattacharyya, Antti P. Happonen +1
We propose a new framework for image classification with deep neural networks. The framework introduces intermediate outputs to the computational graph of a network. This enables f…
Fair Allocation of Indivisible Items With Externalities
Mohammad Ghodsi, Hamed Saleh, Masoud Seddighin
One of the important yet insufficiently studied subjects in fair allocation is the externality effect among agents. For a resource allocation problem, externalities imply that a bu…
Exoplanet Science Priorities from the Perspective of Internal and Surface Processes for Silicate and Ice Dominated Worlds
Wade G. Henning, Joseph P. Renaud, Avi M. Mandell +35
The geophysics of extrasolar planets is a scientific topic often regarded as standing largely beyond the reach of near-term observations. This reality in no way diminishes the cent…
A Sparse Non-negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior from MRI
Jonghye Woo, Jerry L. Prince, Maureen Stone +8
Muscle coordination patterns of lingual behaviors are synergies generated by deforming local muscle groups in a variety of ways. Functional units are functional muscle groups of lo…
A Data-Driven Approach to Extract Connectivity Structures from Diffusion Tensor Imaging Data
Yu Jin, Joseph F. JaJa, Rong Chen +1
Diffusion Tensor Imaging (DTI) is an effective tool for the analysis of structural brain connectivity in normal development and in a broad range of brain disorders. However efforts…
Age-Minimal Online Policies for Energy Harvesting Sensors with Random Battery Recharges
Ahmed Arafa, Jing Yang, Sennur Ulukus
We consider an energy harvesting sensor that is sending measurement updates regarding some physical phenomenon to a destination. The sensor relies on energy harvested from nature t…