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08/01/2023
Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems
The Traveling Salesman Problem (TSP) is a well-known problem in combinat...
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05/31/2023
A Surrogate Model Framework for Explainable Autonomous Behaviour
Adoption and deployment of robotic and autonomous systems in industry ar...
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05/18/2023
CDIDN: A Registration Model with High Deformation Impedance Capability for Long-Term Tracking of Pulmonary Lesion Dynamics
We study the problem of registration for medical CT images from a novel ...
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01/30/2023
PaCaNet: A Study on CycleGAN with Transfer Learning for Diversifying Fused Chinese Painting and Calligraphy
AI-Generated Content (AIGC) has recently gained a surge in popularity, p...
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04/13/2021
Which Hyperparameters to Optimise? An Investigation of Evolutionary Hyperparameter Optimisation in Graph Neural Network For Molecular Property Prediction
Recently, the study of graph neural network (GNN) has attracted much att...
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02/27/2021
A Survey on Physarum Polycephalum Intelligent Foraging Behaviour and Bio-Inspired Applications
In recent years, research on Physarum polycephalum has become more popul...
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02/24/2021
A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks
In recent years, graph neural networks (GNNs) have gained increasing att...
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02/08/2021
A Systematic Comparison Study on Hyperparameter Optimisation of Graph Neural Networks for Molecular Property Prediction
Graph neural networks (GNNs) have been proposed for a wide range of grap...
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01/22/2021
A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks
Graph representation of structured data can facilitate the extraction of...
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02/28/2020
ImmuNetNAS: An Immune-network approach for searching Convolutional Neural Network Architectures
In this research, we propose ImmuNetNAS, a novel Neural Architecture Sea...
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02/24/2020
Guessing State Tracking for Visual Dialogue
The Guesser plays an important role in GuessWhat?! like visual dialogues...
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01/20/2020
Short Text Classification via Term Graph
Short text classi cation is a method for classifying short sentence with...
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11/18/2019
ImmuNeCS: Neural Committee Search by an Artificial Immune System
Current Neural Architecture Search techniques can suffer from a few shor...
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11/12/2019
Visual Dialogue State Tracking for Question Generation
GuessWhat?! is a visual dialogue task between a guesser and an oracle. T...
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05/17/2019