2022.4.18 Neural papers

 

04-13-2022

Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention
by Federico Pigozzi et al

04-14-2022

RankNEAT: Outperforming Stochastic Gradient Search in Preference Learning Tasks
by Kosmas Pinitas et al

04-13-2022

Context-based Deep Learning Architecture with Optimal Integration Layer for Image Parsing
by Ranju Mandal et al

04-12-2022

Hierarchical Quality-Diversity for Online Damage Recovery
by Maxime Allard et al

04-13-2022

Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information
by Emna Amri et al

04-15-2022

Universal approximation property of invertible neural networks
by Isao Ishikawa et al

04-15-2022

Experimentally realized memristive memory augmented neural network
by Ruibin Mao et al

04-14-2022

High-performance Evolutionary Algorithms for Online Neuron Control
by Binxu Wang et al

04-15-2022

Email Spam Detection Using Hierarchical Attention Hybrid Deep Learning Method
by Sultan Zavrak et al

04-15-2022

Kernel similarity matching with Hebbian neural networks
by Kyle Luther et al

04-15-2022

The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants
by Ana Kostovska et al

04-14-2022

Procedural Content Generation using Neuroevolution and Novelty Search for Diverse Video Game Levels
by Michael Beukman et al

04-14-2022

EvoSTS Forecasting: Evolutionary Sparse Time-Series Forecasting
by Ethan Jacob Moyer et al

04-13-2022

Large-scale multi-objective influence maximisation with network downscaling
by Elia Cunegatti et al

04-15-2022

Selecting Continuous Life-Like Cellular Automata for Halting Unpredictability: Evolving for Abiogenesis
by Q. Tyrell Davis et al

04-12-2022

A Robust Learning Rule for Soft-Bounded Memristive Synapses Competitive with Supervised Learning in Standard Spiking Neural Networks
by Thomas F. Tiotto et al

04-13-2022

Sapinet: A sparse event-based spatiotemporal oscillator for learning in the wild
by Ayon Borthakur

04-14-2022

Minimizing Control for Credit Assignment with Strong Feedback
by Alexander Meulemans et al

04-14-2022

A collaborative decomposition-based evolutionary algorithm integrating normal and penalty-based boundary intersection for many-objective optimization
by Yu Wu et al

04-12-2022

Hard Problems are Easier for Success-based Parameter Control
by Mario Alejandro Hevia Fajardo et al

04-14-2022

OneMax is not the Easiest Function for Fitness Improvements
by Marc Kaufmann et al

04-12-2022

pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python
by Julian Blank et al

04-12-2022

Neural Network Pruning by Cooperative Coevolution
by Haopu Shang et al

04-12-2022

Evolutionary Algorithms for Limiting the Effect of Uncertainty for the Knapsack Problem with Stochastic Profits
by Aneta Neumann et al

04-13-2022

Trajectory-based Algorithm Selection with Warm-starting
by Anja Jankovic et al

04-15-2022

Initialisation and Grammar Design in Grammar-Guided Evolutionary Computation
by Grant Dick et al

04-13-2022

Population Diversity Leads to Short Running Times of Lexicase Selection
by Thomas Helmuth et al

04-13-2022

Chaining of Numerical Black-box Algorithms: Warm-Starting and Switching Points
by Dominik Schröder et al

 
Craig Smith