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Neural and Evolutionary Computing

Authors and titles for recent submissions

[ total of 29 entries: 1-25 | 26-29 ]
[ showing 25 entries per page: fewer | more | all ]

Thu, 21 May 2020

[1]  arXiv:2005.10190 (cross-list from cs.LG) [pdf, other]
Title: Feature Purification: How Adversarial Training Performs Robust Deep Learning
Authors: Zeyuan Allen-Zhu, Yuanzhi Li
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Machine Learning (stat.ML)

Wed, 20 May 2020

[2]  arXiv:2005.09551 [pdf]
Title: A Diverse Clustering Particle Swarm Optimizer for Dynamic Environment: To Locate and Track Multiple Optima
Authors: Zahid Iqbal, Waseem Shahzad
Comments: 2018 IEEE Conference on Industrial Electronics and Applications
Subjects: Neural and Evolutionary Computing (cs.NE)
[3]  arXiv:2005.09380 [pdf, other]
Title: On Restricting Real-Valued Genotypes in Evolutionary Algorithms
Authors: Jørgen Nordmoen, Tønnes Frostad Nygaard, Eivind Samuelsen, Kyrre Glette
Subjects: Neural and Evolutionary Computing (cs.NE)
[4]  arXiv:2005.09330 [pdf, other]
Title: Dynamic Partial Removal: A Neural Network Heuristic for Large Neighborhood Search
Authors: Mingxiang Chen, Lei Gao, Qichang Chen, Zhixin Liu
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[5]  arXiv:2005.09526 (cross-list from eess.SP) [pdf, other]
Title: In-memory Implementation of On-chip Trainable and Scalable ANN for AI/ML Applications
Authors: Abhash Kumar, Jawar Singh, Sai Manohar Beeraka, Bharat Gupta
Subjects: Signal Processing (eess.SP); Hardware Architecture (cs.AR); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[6]  arXiv:2005.09512 (cross-list from cs.LG) [pdf, other]
Title: Applying Genetic Programming to Improve Interpretability in Machine Learning Models
Authors: Leonardo Augusto Ferreira, Frederico Gadelha Guimarães, Rodrigo Silva
Comments: 8 pages, 8 figures, submitted and accepted to 2020 IEEE Congress on Evolutionary Computation (IEEE CEC 2020). Copyright 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Symbolic Computation (cs.SC)
[7]  arXiv:2005.09336 (cross-list from eess.AS) [pdf, ps, other]
Title: Investigations on Phoneme-Based End-To-End Speech Recognition
Authors: Albert Zeyer, Wei Zhou, Thomas Ng, Ralf Schlüter, Hermann Ney
Comments: submission to Interspeech 2020
Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[8]  arXiv:2005.09319 (cross-list from eess.AS) [pdf, other]
Title: A New Training Pipeline for an Improved Neural Transducer
Authors: Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
Comments: submission to Interspeech 2020
Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[9]  arXiv:2005.09165 (cross-list from eess.IV) [pdf]
Title: Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies
Authors: Minhyeok Lee, Junhee Seok
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Tue, 19 May 2020

[10]  arXiv:2005.08368 [pdf, other]
Title: Multi-Objective level generator generation with Marahel
Authors: Ahmed Khalifa, Julian Togelius
Comments: Submitted to PCGWorkshop 2020, 8pages, 7 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[11]  arXiv:2005.08350 [pdf]
Title: Forecasting Solar Activity with Two Computational Intelligence Models (A Comparative Study)
Authors: M.Parsapoor, U.Bilstrup, B.Svensson
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[12]  arXiv:2005.08879 (cross-list from eess.SP) [pdf, other]
Title: Decoding of Intuitive Visual Motion Imagery Using Convolutional Neural Network under 3D-BCI Training Environment
Authors: Byoung-Hee Kwon, Ji-Hoon Jeong, Jeong-Hyun Cho, Seong-Whan Lee
Comments: Submitted to IEEE International Conference on System, Man, and Cybernetics (IEEE SMC 2020)
Subjects: Signal Processing (eess.SP); Neural and Evolutionary Computing (cs.NE)
[13]  arXiv:2005.08874 (cross-list from cs.LG) [pdf, other]
Title: Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps
Authors: Tobias Huber, Katharina Weitz, Elisabeth André, Ofra Amir
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[14]  arXiv:2005.08768 (cross-list from eess.IV) [pdf, other]
Title: Adapting JPEG XS gains and priorities to tasks and contents
Authors: Benoit Brummer, Christophe De Vleeschouwer
Comments: CLIC at CVPR 2020
Subjects: Image and Video Processing (eess.IV); Neural and Evolutionary Computing (cs.NE)
[15]  arXiv:2005.08642 (cross-list from cs.CV) [pdf]
Title: Atom Search Optimization with Simulated Annealing -- a Hybrid Metaheuristic Approach for Feature Selection
Authors: Kushal Kanti Ghosh, Ritam Guha, Soulib Ghosh, Suman Kumar Bera, Ram Sarkar
Comments: 39 pages, submitted to Expert Systems with Applications, Elsevier
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[16]  arXiv:2005.08620 (cross-list from eess.SP) [pdf, other]
Title: Assessment of Unconsciousness for Memory Consolidation Using EEG Signals
Authors: Gi-Hwan Shin, Minji Lee, Seong-Whan Lee
Comments: Submitted to IEEE International Conference on System, Man, and Cybernetics (IEEE SMC 2020)
Subjects: Signal Processing (eess.SP); Neural and Evolutionary Computing (cs.NE)
[17]  arXiv:2005.08603 (cross-list from q-bio.NC) [pdf, other]
Title: Brain-inspired Distributed Cognitive Architecture
Authors: Leendert A Remmelzwaal, Amit K Mishra, George F R Ellis
Subjects: Neurons and Cognition (q-bio.NC); Neural and Evolutionary Computing (cs.NE)
[18]  arXiv:2005.08083 (cross-list from cs.LG) [pdf, other]
Title: A Robust Experimental Evaluation of Automated Multi-Label Classification Methods
Authors: Alex G. C. de Sá, Cristiano G. Pimenta, Gisele L. Pappa, Alex A. Freitas
Comments: GECCO'2020 paper: Submitted and accepted
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[19]  arXiv:2005.07916 (cross-list from physics.comp-ph) [pdf]
Title: Deep-learning of Parametric Partial Differential Equations from Sparse and Noisy Data
Authors: Hao Xu, Dongxiao Zhang, Junsheng Zeng
Comments: 30 pages, 6 figures, and 7 tables
Subjects: Computational Physics (physics.comp-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[20]  arXiv:2005.07786 (cross-list from cs.LG) [pdf, ps, other]
Title: A flexible, extensible software framework for model compression based on the LC algorithm
Authors: Yerlan Idelbayev, Miguel Á. Carreira-Perpiñán
Comments: 15 pages, 4 figures, 2 tables
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Machine Learning (stat.ML)
[21]  arXiv:2005.07772 (cross-list from astro-ph.IM) [pdf, other]
Title: Evolving Antennas for Ultra-High Energy Neutrino Detection
Authors: Julie Rolla, Amy Connolly, Kai Staats, Stephanie Wissel, Dean Arakaki, Ian Best, Adam Blenk, Brian Clark, Maximillian Clowdus, Suren Gourapura, Corey Harris, Hannah Hasan, Luke Letwin, David Liu, Carl Pfendner, Jordan Potter, Cade Sbrocco, Tom Sinha, Jacob Trevithick
Comments: 8 pages including references, 6 figures, presented at 36th International Cosmic Ray Conference (ICRC 2019)
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Neural and Evolutionary Computing (cs.NE); Instrumentation and Detectors (physics.ins-det)

Mon, 18 May 2020 (showing first 4 of 6 entries)

[22]  arXiv:2005.07478 [pdf, other]
Title: Mixed-Initiative Procedural Content Generation using Level Design Patterns and Interactive Evolutionary Optimisation
Authors: Sean P. Walton, Alma A. M. Rahat, James Stovold
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)
[23]  arXiv:2005.07376 [pdf, other]
Title: Improving Neuroevolution Using Island Extinction and Repopulation
Authors: Zimeng Lyu, Joshua Karns, AbdElRahman ElSaid, Travis Desell
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[24]  arXiv:2005.07235 [pdf]
Title: Evo* 2020 -- Late-Breaking Abstracts Volume
Authors: A.M. Mora, A.I. Esparcia-Alcázar
Comments: LBAs accepted in Evo* 2020. Part of the Conference Proceedings
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS)
[25]  arXiv:2005.07669 (cross-list from cs.CV) [pdf, other]
Title: Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach
Authors: Jeovane Honorio Alves, Lucas Ferrari de Oliveira
Comments: Accepted for presentation at the IEEE Congress on Evolutionary Computation (IEEE CEC) 2020
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[ total of 29 entries: 1-25 | 26-29 ]
[ showing 25 entries per page: fewer | more | all ]
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