Varuna De Silva

67 papers A 2B 3C 6Journal 40Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	QuantFL: Sustainable Federated Learning for Edge IoT via Pre-Trained Model Quantisation. CoRR Charuka Herath, Yogachandran Rahulamathavan, Varuna De Silva, Sangarapillai Lambotharan
2025	J	`jnl`	Advancements in neuromorphic computing for bio-inspired artificial vision: A review. Neurocomputing Sharmarke A. Gabayre, Mindula Illeperuma, Varuna De Silva, Xiyu Shi, Sergey E. Savel'ev
2025	J	`jnl`	DSFL: A Dual-Server Byzantine-Resilient Federated Learning Framework via Group-Based Secure Aggregation. CoRR Charuka Herath, Yogachandran Rahulamathavan, Varuna De Silva, Sangarapillai Lambotharan
2025	J	`jnl`	Discovering causality for efficient cooperation in multi-agent environments. Neurocomputing Rafael Pina, Varuna De Silva, Corentin Artaud
2025	—	`conf`	EEG-Based Signal Processing Framework for Self-Organized Criticality Detection. DSP Mindula Illeperuma, Varuna De Silva, Rafael Pina
2025	—	`conf`	Efficient Speech Denoising via Frequency-Domain Reservoir Computing. DSP Sharmarke A. Gabayre, Varuna De Silva, Xiyu Shi
2025	C	`conf`	Exploring Communication in Multi-Agent Reinforcement Learning Under Agent Malfunction. ICPRAM Rafael Pina, Varuna De Silva
2025	B	`conf`	Investigating Transferability in Multi-Agent Reinforcement Learning. COMPSAC Corentin Artaud, Rafael Pina, Varuna De Silva, Xiyu Shi
2025	—	`conf`	PFLex: Perturbation-Free Local Explanations in Language Model-Based Text Classification. xAI (Late-breaking Work, Demos, Doctoral Consortium) Yogachandran Rahulamathavan, Misbah Farooq, Varuna De Silva
2025	J	`jnl`	PLEX: Perturbation-Free Local Explanations for LLM-Based Text Classification. IEEE J. Sel. Top. Signal Process. Yogachandran Rahulamathavan, Misbah Farooq, Varuna De Silva
2025	J	`jnl`	PLEX: Perturbation-free Local Explanations for LLM-Based Text Classification. CoRR Yogachandran Rahulamathavan, Misbah Farooq, Varuna De Silva
2025	—	`conf`	Representing Clinical Conditions on Vital Signs From Healthy Individuals Using Latent Modeling. DSP Rafael Pina, Varuna De Silva, Mindula Illeperuma
2025	—	`conf`	Sentiment Steering in Large Language Models via Activation Vector Manipulation. DSP Misbah Farooq, Varuna De Silva, Rahul Rahulamathavan, Xiyu Shi
2024	J	`jnl`	A machine learning framework for quantifying in-game space-control efficiency in football. Knowl. Based Syst. Chaoyi Gu, Varuna De Silva, Mike Caine
2024	J	`jnl`	A two-way coupled CHANS model for flood emergency management, with a focus on temporary flood defences. Environ. Model. Softw. Haoyang Qin, Qiuhua Liang, Huili Chen, Varuna De Silva
2024	A	`conf`	Fully Independent Communication in Multi-Agent Reinforcement Learning. AAMAS Rafael Pina, Varuna De Silva, Corentin Artaud, Xiaolan Liu
2024	J	`jnl`	Fully Independent Communication in Multi-Agent Reinforcement Learning. CoRR Rafael Pina, Varuna De Silva, Corentin Artaud, Xiaolan Liu
2024	J	`jnl`	Player Pressure Map - A Novel Representation of Pressure in Soccer for Evaluating Player Performance in Different Game Contexts. CoRR Chaoyi Gu, Jiaming Na, Yisheng Pei, Varuna De Silva
2024	J	`jnl`	Residual Q-Networks for Value Function Factorizing in Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Rafael Pina, Varuna De Silva, Joosep Hook, Ahmet M. Kondoz
2024	C	`conf`	Towards Self-Adaptive Resilient Swarms Using Multi-Agent Reinforcement Learning. ICPRAM Rafael Pina, Varuna De Silva, Corentin Artaud
2023	A	`conf`	Causality Detection for Efficient Multi-Agent Reinforcement Learning. AAMAS Rafael Pina, Varuna De Silva, Corentin Artaud
2023	J	`jnl`	Causality Detection for Efficient Multi-Agent Reinforcement Learning. CoRR Rafael Pina, Varuna De Silva, Corentin Artaud
2023	J	`jnl`	Deep Generative Multi-Agent Imitation Model as a Computational Benchmark for Evaluating Human Performance in Complex Interactive Tasks: A Case Study in Football. CoRR Chaoyi Gu, Varuna De Silva
2023	J	`jnl`	Discovering Causality for Efficient Cooperation in Multi-Agent Environments. CoRR Rafael Pina, Varuna De Silva, Corentin Artaud
2023	J	`jnl`	Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football. CoRR Chaoyi Gu, Varuna De Silva, Corentin Artaud, Rafael Pina
2023	C	`conf`	Learning Independently from Causality in Multi-Agent Environments. ICPRAM Rafael Pina, Varuna De Silva, Corentin Artaud
2023	J	`jnl`	Learning Independently from Causality in Multi-Agent Environments. CoRR Rafael Pina, Varuna De Silva, Corentin Artaud
2023	—	`conf`	Passing Heatmap Prediction Based on Transformer Model Using Tracking Data for Football Analytics. ISPR (1) Yisheng Pei, Varuna De Silva, Mike Caine
2023	J	`jnl`	Passing Heatmap Prediction Based on Transformer Model and Tracking Data. CoRR Yisheng Pei, Varuna De Silva, Mike Caine
2023	—	`conf`	Policy Generation from Latent Embeddings for Reinforcement Learning. ISPR (2) Corentin Artaud, Rafael Pina, Xiyu Shi, Varuna De Silva
2023	—	`conf`	Staged Reinforcement Learning for Complex Tasks Through Decomposed Environments. ISPR (2) Rafael Pina, Corentin Artaud, Xiaolan Liu, Varuna De Silva
2023	J	`jnl`	Staged Reinforcement Learning for Complex Tasks through Decomposed Environments. CoRR Rafael Pina, Corentin Artaud, Xiaolan Liu, Varuna De Silva
2023	C	`conf`	Towards a Neuro-Symbolic Framework for Multimodal Human-AI Interaction. ICPRAM Anthony James Scotte, Varuna De Silva
2023	J	`jnl`	Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains. CoRR Jiaming Na, Varuna De Silva
2022	J	`jnl`	A Multimodal Data Processing System for LiDAR-Based Human Activity Recognition. IEEE Trans. Cybern. Jamie Roche, Varuna De Silva, Joosep Hook, Mirco Moencks, Ahmet M. Kondoz
2022	J	`jnl`	A Multimodal Perception-Driven Self Evolving Autonomous Ground Vehicle. IEEE Trans. Cybern. Jamie Roche, Varuna De Silva, Ahmet M. Kondoz
2022	J	`jnl`	Evaluating the Learning Procedure of CNNs through a Sequence of Prognostic Tests Utilising Information Theoretical Measures. Entropy Xiyu Shi, Varuna De Silva, Yusuf Aslan, Erhan Ekmekcioglu, Ahmet M. Kondoz
2022	J	`jnl`	Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning. CoRR Rafael Pina, Varuna De Silva, Joosep Hook, Ahmet M. Kondoz
2022	—	`conf`	Text to Image Synthesis Using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks. SAI (1) Haileleol Tibebu, Aadin Malik, Varuna De Silva
2022	J	`jnl`	Text to Image Synthesis using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks. CoRR Haileleol Tibebu, Aadin Malik, Varuna De Silva
2022	J	`jnl`	Towards Interpretable Camera and LiDAR Data Fusion for Autonomous Ground Vehicles Localisation. Sensors Haileleol Tibebu, Varuna De Silva, Corentin Artaud, Rafael Pina, Xiyu Shi
2022	J	`jnl`	Understanding Dilated Mathematical Relationship between Image Features and the Convolutional Neural Network's Learnt Parameters. Entropy Eyad Alsaghir, Xiyu Shi, Varuna De Silva, Ahmet M. Kondoz
2021	J	`jnl`	Learning data-driven decision-making policies in multi-agent environments for autonomous systems. Cogn. Syst. Res. Joosep Hook, Seif El-Sedky, Varuna De Silva, Ahmet M. Kondoz
2021	J	`jnl`	LiDAR-Based Glass Detection for Improved Occupancy Grid Mapping. Sensors Haileleol Tibebu, Jamie Roche, Varuna De Silva, Ahmet M. Kondoz
2021	J	`jnl`	Overcoming Challenges of Applying Reinforcement Learning for Intelligent Vehicle Control. Sensors Rafael Pina, Haileleol Tibebu, Joosep Hook, Varuna De Silva, Ahmet M. Kondoz
2020	J	`jnl`	A Critical Analysis of Patch Similarity Based Image Denoising Algorithms. CoRR Varuna De Silva
2020	J	`jnl`	Deep Multi-Critic Network for accelerating Policy Learning in multi-agent environments. Neural Networks Joosep Hook, Varuna De Silva, Ahmet M. Kondoz
2019	J	`jnl`	Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset. CoRR Mirco Moencks, Varuna De Silva, Jamie Roche, Ahmet M. Kondoz
2019	J	`jnl`	Learning Control Policies of Driverless Vehicles from UAV Video Streams in Complex Urban Environments. Remote. Sens. Katie Inder, Varuna De Silva, Xiyu Shi
2018	—	`conf`	An Agent-Based Modelling Framework for Driving Policy Learning in Connected and Autonomous Vehicles. IntelliSys (2) Varuna De Silva, Xiongzhao Wang, A. Deniz Aladagli, Ahmet M. Kondoz, Erhan Ekmekcioglu
2018	—	`conf`	IoT Driven Ambient Intelligence Architecture for Indoor Intelligent Mobility. DASC/PiCom/DataCom/CyberSciTech Varuna De Silva, Jamie Roche, Xiyu Shi, Ahmet M. Kondoz
2018	J	`jnl`	Robust Fusion of LiDAR and Wide-Angle Camera Data for Autonomous Mobile Robots. Sensors Varuna De Silva, Jamie Roche, Ahmet M. Kondoz
2017	J	`jnl`	Agent-based Learning for Driving Policy Learning in Connected and Autonomous Vehicles. CoRR Xiongzhao Wang, Varuna De Silva, Ahmet M. Kondoz
2017	J	`jnl`	Fusion of LiDAR and Camera Sensor Data for Environment Sensing in Driverless Vehicles. CoRR Varuna De Silva, Jamie Roche, Ahmet M. Kondoz
2016	—	`conf`	A Novel Adaptive Shading Correction Algorithm for Camera Systems. Digital Photography and Mobile Imaging Varuna De Silva, Viacheslav Chesnokov, Daniel Larkin
2015	—	`conf`	A full-reference stereoscopic image quality metric based on binocular energy and regression analysis. 3DTV-Conference Chathura Galkandage, Janko Calic, Varuna De Silva, Safak Dogan
2014	—	`conf`	Application of Genetic and Greedy Algorithms for Power Efficiency in Adaptive Sub-channel and Bit Allocation. CICSyN Emad Danish, Varuna De Silva, Anil Fernando
2014	C	`conf`	Content aware resource allocation in OFDM systems for energy efficient video transmission. ICCE Emad Danish, Varuna De Silva, Anil Fernando, Chamitha de Alwis, Ahmet M. Kondoz
2014	J	`jnl`	Content-aware resource allocation in OFDM systems for energy-efficient video transmission. IEEE Trans. Consumer Electron. Emad Danish, Varuna De Silva, Anil Fernando, Chamitha de Alwis, Ahmet M. Kondoz
2014	C	`conf`	On the multicast of delay sensitive data in erasure networks using practical network coding. ICCE Chamitha de Alwis, Hemantha Kodikara Arachchi, Anil Fernando, Varuna De Silva, Emad Danish, Ahmet M. Kondoz
2014	B	`conf`	Perceptual performance analysis for visual attention model based asymmetric stereoscopic 3D video coding. QoMEX Erhan Ekmekcioglu, Varuna De Silva, Safak Dogan, Ahmet M. Kondoz
2014	J	`jnl`	Visual Attention Model Aided Non-Uniform Asymmetric Coding of Stereoscopic Video. IEEE J. Sel. Top. Signal Process. Erhan Ekmekcioglu, Varuna De Silva, Peter Tho Pesch, Ahmet M. Kondoz
2013	—	`conf`	Designing a QoE aware intelligent home gateway for future smart homes. Future Network & Mobile Summit Varuna De Silva, Xiyu Shi, Barry G. Evans, Javier P. Trufero, Graham Peters
2013	—	`conf`	Network coding for error resilient transmission of stereoscopic 3D video. ICC Workshops Chamitha de Alwis, Varuna De Silva, Hemantha Kodikara Arachchi, Anil Fernando, Ahmet M. Kondoz
2013	J	`jnl`	Toward an Impairment Metric for Stereoscopic Video: A Full-Reference Video Quality Metric to Assess Compressed Stereoscopic Video. IEEE Trans. Image Process. Varuna De Silva, Hemantha Kodikara Arachchi, Erhan Ekmekcioglu, Ahmet M. Kondoz
2012	B	`conf`	Robust video communication using Random Linear Network Coding with Pre-Coding and Interleaving. ICIP Chamitha de Alwis, Hemantha Kodikara Arachchi, Varuna De Silva, Anil Fernando, Ahmet M. Kondoz
2011	J	`jnl`	Sensitivity Analysis of the Human Visual System for Depth Cues in Stereoscopic 3-D Displays. IEEE Trans. Multim. Varuna De Silva, Anil Fernando, Stewart Worrall, Hemantha Kodikara Arachchi, Ahmet M. Kondoz