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11/23/2020
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections
We provide a high fidelity deep learning algorithm (HyperSeg) for intera...
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05/10/2020
Regularized L21-Based Semi-NonNegative Matrix Factorization
We present a general-purpose data compression algorithm, Regularized L21...
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09/08/2019
Evolving Order and Chaos: Comparing Particle Swarm Optimization and Genetic Algorithms for Global Coordination of Cellular Automata
We apply two evolutionary search algorithms: Particle Swarm Optimization...
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08/16/2019
Search Algorithms for Mastermind
his paper presents two novel approaches to solving the classic board gam...
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11/18/2018
Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking
We present a novel algorithm utilizing a deep Siamese neural network as ...
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09/29/2017
Real-Time Wind Noise Detection and Suppression with Neural-Based Signal Reconstruction for Mult-Channel, Low-Power Devices
Active wind noise detection and suppression techniques are a new and ess...
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03/25/2017
Gaussian Processes with Context-Supported Priors for Active Object Localization
We devise an algorithm using a Bayesian optimization framework in conjun...
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11/16/2016
Fast On-Line Kernel Density Estimation for Active Object Localization
A major goal of computer vision is to enable computers to interpret visu...
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07/02/2016