research
∙
11/14/2022
Edge2Vec: A High Quality Embedding for the Jigsaw Puzzle Problem
Pairwise compatibility measure (CM) is a key component in solving the ji...
share
research
∙
05/30/2022
Gator: Customizable Channel Pruning of Neural Networks with Gating
The rise of neural network (NN) applications has prompted an increased i...
research
∙
03/12/2022
TEN: Twin Embedding Networks for the Jigsaw Puzzle Problem with Eroded Boundaries
The jigsaw puzzle problem (JPP) is a well-known research problem, which ...
research
∙
12/09/2019
Stealing Knowledge from Protected Deep Neural Networks Using Composite Unlabeled Data
As state-of-the-art deep neural networks are deployed at the core of mor...
research
∙
12/06/2019
DeepEthnic: Multi-Label Ethnic Classification from Face Images
Ethnic group classification is a well-researched problem, which has been...
research
∙
12/04/2019
Handwriting-Based Gender Classification Using End-to-End Deep Neural Networks
Handwriting-based gender classification is a well-researched problem tha...
research
∙
12/04/2019
A Novel Hybrid Scheme Using Genetic Algorithms and Deep Learning for the Reconstruction of Portuguese Tile Panels
This paper presents a novel scheme, based on a unique combination of gen...
research
∙
11/30/2019
End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware
Malware allegedly developed by nation-states, also known as advanced per...
research
∙
11/30/2019
Supervised and Unsupervised End-to-End Deep Learning for Gene Ontology Classification of Neural In Situ Hybridization Images
In recent years, large datasets of high-resolution mammalian neural imag...
research
∙
11/24/2019
DeepMimic: Mentor-Student Unlabeled Data Based Training
In this paper, we present a deep neural network (DNN) training approach ...
research
∙
11/24/2019
Ground Truth Simulation for Deep Learning Classification of Mid-Resolution Venus Images Via Unmixing of High-Resolution Hyperspectral Fenix Data
Training a deep neural network for classification constitutes a major pr...
research
∙
09/22/2018
DeepOrigin: End-to-End Deep Learning for Detection of New Malware Families
In this paper, we present a novel method of differentiating known from p...
research
∙
11/27/2017
DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess
We present an end-to-end learning method for chess, relying on deep neur...
research
∙
11/27/2017
DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks
In recent years numerous advanced malware, aka advanced persistent threa...
research
∙
11/27/2017
DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders
This paper presents a novel deep learning-based method for learning a fu...
research
∙
11/23/2017
DeepPainter: Painter Classification Using Deep Convolutional Autoencoders
In this paper we describe the problem of painter classification, and pro...
research
∙
11/23/2017
DNN-Buddies: A Deep Neural Network-Based Estimation Metric for the Jigsaw Puzzle Problem
This paper introduces the first deep neural network-based estimation met...
research
∙
11/21/2017
Genetic Algorithms for Evolving Computer Chess Programs
This paper demonstrates the use of genetic algorithms for evolving: 1) a...
research
∙
11/21/2017
Genetic Algorithms for Evolving Deep Neural Networks
In recent years, deep learning methods applying unsupervised learning to...
research
∙
11/21/2017
DeepSign: Deep Learning for Automatic Malware Signature Generation and Classification
This paper presents a novel deep learning based method for automatic mal...
research
∙
11/18/2017
Expert-Driven Genetic Algorithms for Simulating Evaluation Functions
In this paper we demonstrate how genetic algorithms can be used to rever...
research
∙
11/18/2017
Simulating Human Grandmasters: Evolution and Coevolution of Evaluation Functions
This paper demonstrates the use of genetic algorithms for evolving a gra...
research
∙
11/18/2017
Genetic Algorithms for Mentor-Assisted Evaluation Function Optimization
In this paper we demonstrate how genetic algorithms can be used to rever...
research
∙
11/17/2017
A Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles
In this paper we propose the first effective automated, genetic algorith...
research
∙
11/17/2017
A Generalized Genetic Algorithm-Based Solver for Very Large Jigsaw Puzzles of Complex Types
In this paper we introduce new types of square-piece jigsaw puzzles, whe...
research
∙
11/17/2017
An Automatic Solver for Very Large Jigsaw Puzzles Using Genetic Algorithms
In this paper we propose the first effective genetic algorithm (GA)-base...
research
∙
11/17/2017
Genetic Algorithm-Based Solver for Very Large Multiple Jigsaw Puzzles of Unknown Dimensions and Piece Orientation
In this paper we propose the first genetic algorithm (GA)-based solver f...
research
∙
11/17/2017
A Two-Phase Genetic Algorithm for Image Registration
Image Registration (IR) is the process of aligning two (or more) images ...
research
∙
11/17/2017