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03/31/2023
kNN-Res: Residual Neural Network with kNN-Graph coherence for point cloud registration
In this paper, we present a residual neural network-based method for poi...
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05/31/2022
k-Means Maximum Entropy Exploration
Exploration in high-dimensional, continuous spaces with sparse rewards i...
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06/23/2021
Small tile sets that compute while solving mazes
We ask the question of how small a self-assembling set of tiles can be y...
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09/17/2020
Microtubule Tracking in Electron Microscopy Volumes
We present a method for microtubule tracking in electron microscopy volu...
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07/02/2020
Outlier Detection through Null Space Analysis of Neural Networks
Many machine learning classification systems lack competency awareness. ...
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02/03/2020
Efficient 2D neuron boundary segmentation with local topological constraints
We present a method for segmenting neuron membranes in 2D electron micro...
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02/01/2020
Estimation of Z-Thickness and XY-Anisotropy of Electron Microscopy Images using Gaussian Processes
Serial section electron microscopy (ssEM) is a widely used technique for...
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10/14/2019
FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video
In this paper, we share our approach to real-time segmentation of fire p...
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04/01/2019
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation
Synthetic aperture sonar (SAS) imagery can generate high resolution imag...
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06/21/2018
Synaptic partner prediction from point annotations in insect brains
High-throughput electron microscopy allows recording of lar- ge stacks o...
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03/18/2017
A wake-sleep algorithm for recurrent, spiking neural networks
We investigate a recently proposed model for cortical computation which ...
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08/29/2016
Learning and Inferring Relations in Cortical Networks
A pressing scientific challenge is to understand how brains work. Of par...
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03/19/2016
Adaptive coherence estimator (ACE) for explosive hazard detection using wideband electromagnetic induction (WEMI)
The adaptive coherence estimator (ACE) estimates the squared cosine of t...
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03/19/2016
Buried object detection using handheld WEMI with task-driven extended functions of multiple instances
Many effective supervised discriminative dictionary learning methods hav...
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03/08/2015
TED: A Tolerant Edit Distance for Segmentation Evaluation
In this paper, we present a novel error measure to compare a segmentatio...
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09/12/2011