Neural and Evolutionary Computing

Authors and titles for recent submissions

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020

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)

• Thu, 21 May 2020
• Wed, 20 May 2020
• Tue, 19 May 2020
• Mon, 18 May 2020
• Fri, 15 May 2020