Tharindu Fernando

83 papers A 6Misc 2Journal 66Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing predictive performance on long-tail trajectories via clustering and specialized decoders. Pattern Recognit. G. Ganeshaaraj, Tharindu Fernando, Sridha Sridharan, Clinton Fookes
2025	J	`jnl`	Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection. CoRR Tharindu Fernando, Clinton Fookes, Sridha Sridharan, Simon Denman
2025	J	`jnl`	Decoupled and Explainable Associative Memory for Effective Knowledge Propagation. IEEE Trans. Neural Networks Learn. Syst. Tharindu Fernando, Darshana Priyasad, Sridha Sridharan, Clinton Fookes
2025	J	`jnl`	DeepForgeSeal: Latent Space-Driven Semi-Fragile Watermarking for Deepfake Detection Using Multi-Agent Adversarial Reinforcement Learning. CoRR Tharindu Fernando, Clinton Fookes, Sridha Sridharan
2025	J	`jnl`	Dual-Domain Masked Image Modeling: A Self-Supervised Pretraining Strategy Using Spatial and Frequency Domain Masking for Hyperspectral Data. CoRR Shaheer Mohamed, Tharindu Fernando, Sridha Sridharan, Peyman Moghadam, Clinton Fookes
2025	J	`jnl`	Face Deepfakes - A Comprehensive Review. CoRR Tharindu Fernando, Darshana Priyasad, Sridha Sridharan, Arun Ross, Clinton Fookes
2025	J	`jnl`	Point-PNG: Conditional Pseudo-Negatives Generation for Point Cloud Pre-Training. IEEE Access Sutharsan Mahendren, Saimunur Rahman, Piotr Koniusz, Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Peyman Moghadam
2025	J	`jnl`	Remembering What is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes
2025	J	`jnl`	Spectral-Enhanced Transformers: Leveraging Large-Scale Pretrained Models for Hyperspectral Object Tracking. CoRR Shaheer Mohamed, Tharindu Fernando, Sridha Sridharan, Peyman Moghadam, Clinton Fookes
2025	J	`jnl`	Transforming volcanic monitoring: A dataset and benchmark for onboard volcano activity detection. CoRR Darshana Priyasad, Tharindu Fernando, Maryam Haghighat, Harshala Gammulle, Clinton Fookes
2024	J	`jnl`	AI and Entrepreneurship: Facial Recognition Technology Detects Entrepreneurs, Outperforming Human Experts. CoRR Martin Obschonka, Christian Fisch, Tharindu Fernando, Clinton Fookes
2024	J	`jnl`	Damage Assessment after Natural Disasters with UAVs: Semantic Feature Extraction using Deep Learning. CoRR Nethmi S. Hewawiththi, M. Mahesha Viduranga, Vanodhya G. Warnasooriya, Tharindu Fernando, Himal A. Suraweera, Sridha Sridharan, Clinton Fookes
2024	J	`jnl`	FactoFormer: Factorized Hyperspectral Transformers With Self-Supervised Pretraining. IEEE Trans. Geosci. Remote. Sens. Shaheer Mohamed, Maryam Haghighat, Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Peyman Moghadam
2024	J	`jnl`	Multimodal Colearning Meets Remote Sensing: Taxonomy, State of the Art, and Future Works. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nhi Kieu, Kien Nguyen Thanh, Abdullah Nazib, Tharindu Fernando, Clinton Fookes, Sridha Sridharan
2024	J	`jnl`	Physical Adversarial Attacks for Surveillance: A Survey. IEEE Trans. Neural Networks Learn. Syst. Kien Nguyen, Tharindu Fernando, Clinton Fookes, Sridha Sridharan
2024	J	`jnl`	Physics Augmented Tuple Transformer for Autism Severity Level Detection. CoRR Chinthaka Ranasingha, Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Clinton Fookes
2024	J	`jnl`	PseudoNeg-MAE: Self-Supervised Point Cloud Learning using Conditional Pseudo-Negative Embeddings. CoRR Sutharsan Mahendren, Saimunur Rahman, Piotr Koniusz, Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Peyman Moghadam
2024	—	`conf`	Spectral-Enhanced Transformers: Leveraging Large-Scale Pretrained Models for Hyperspectral Object Tracking. WHISPERS Shaheer Mohamed, Tharindu Fernando, Sridha Sridharan, Peyman Moghadam, Clinton Fookes
2023	A	`conf`	Dual Memory Fusion for Multimodal Speech Emotion Recognition. INTERSPEECH Darshana Prisayad, Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes
2023	J	`jnl`	FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pre-Training. CoRR Shaheer Mohamed, Maryam Haghighat, Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Peyman Moghadam
2023	J	`jnl`	Generalized Generative Deep Learning Models for Biosignal Synthesis and Modality Transfer. IEEE J. Biomed. Health Informatics Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2023	J	`jnl`	Multi-stage stacked temporal convolution neural networks (MS-S-TCNs) for biosignal segmentation and anomaly localization. Pattern Recognit. Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2023	J	`jnl`	Physical Adversarial Attacks for Surveillance: A Survey. CoRR Kien Nguyen Thanh, Tharindu Fernando, Clinton Fookes, Sridha Sridharan
2023	J	`jnl`	Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction. CoRR Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes
2023	J	`jnl`	Toward On-Board Panoptic Segmentation of Multispectral Satellite Images. IEEE Trans. Geosci. Remote. Sens. Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan
2022	J	`jnl`	Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion. Knowl. Based Syst. Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2022	J	`jnl`	Deep Learning for Medical Anomaly Detection - A Survey. ACM Comput. Surv. Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2022	A	`conf`	Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion. INTERSPEECH Darshana Priyasad, Andi Partovi, Sridha Sridharan, Maryam Kashefpoor, Tharindu Fernando, Simon Denman, Clinton Fookes, Jia Tang, David Kaye
2022	J	`jnl`	Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals. IEEE J. Biomed. Health Informatics Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2022	J	`jnl`	Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings. IEEE J. Biomed. Health Informatics Tharindu Fernando, Sridha Sridharan, Simon Denman, Houman Ghaemmaghami, Clinton Fookes
2022	J	`jnl`	Split 'n' merge net: A dynamic masking network for multi-task attention. Pattern Recognit. Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes
2022	J	`jnl`	Towards On-Board Panoptic Segmentation of Multispectral Satellite Images. CoRR Tharindu Fernando, Clinton Fookes, Harshala Gammulle, Simon Denman, Sridha Sridharan
2022	J	`jnl`	Using Auxiliary Information for Person Re-Identification - A Tutorial Overview. CoRR Tharindu Fernando, Clinton Fookes, Sridha Sridharan, Dana Michalski
2021	J	`jnl`	A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation. IEEE J. Biomed. Health Informatics Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami, Clinton Fookes
2021	J	`jnl`	Deep Inverse Reinforcement Learning for Behavior Prediction in Autonomous Driving: Accurate Forecasts of Vehicle Motion. IEEE Signal Process. Mag. Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2021	J	`jnl`	Detection of Fake and Fraudulent Faces via Neural Memory Networks. IEEE Trans. Inf. Forensics Secur. Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan
2021	J	`jnl`	Domain Generalization in Biosignal Classification. IEEE Trans. Biomed. Eng. Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Houman Ghaemmaghami, Sridha Sridharan, Clinton Fookes
2021	J	`jnl`	Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses. IEEE J. Biomed. Health Informatics David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Jonathan Edward Robinson, Sridha Sridharan, Patrick J. Johnston, Kristin R. Laurens, Clinton Fookes
2021	J	`jnl`	Memory based fusion for multi-modal deep learning. Inf. Fusion Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2021	J	`jnl`	Multi-Slice Net: A novel light weight framework for COVID-19 Diagnosis. CoRR Harshala Gammulle, Tharindu Fernando, Sridha Sridharan, Simon Denman, Clinton Fookes
2021	Misc	`conf`	Reduction of Feature Contamination for Hyper Spectral Image Classification. DICTA Sutharsan Mahendren, Tharindu Fernando, Sridha Sridharan, Peyman Moghadam, Clinton Fookes
2021	J	`jnl`	Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings. CoRR Tharindu Fernando, Sridha Sridharan, Simon Denman, Houman Ghaemmaghami, Clinton Fookes
2020	Misc	`conf`	Attention Driven Fusion for Multi-Modal Emotion Recognition. ICASSP Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Attention Driven Fusion for Multi-Modal Emotion Recognition. CoRR Darshana Priyasad, Tharindu Fernando, Simon Denman, Clinton Fookes, Sridha Sridharan
2020	J	`jnl`	Deep Learning for Medical Anomaly Detection - A Survey. CoRR Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Domain Generalization in Biosignal Classification. CoRR Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Houman Ghaemmaghami, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Heart Sound Segmentation Using Bidirectional LSTMs With Attention. IEEE J. Biomed. Health Informatics Tharindu Fernando, Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain, Clinton Fookes
2020	J	`jnl`	Heart Sound Segmentation using Bidirectional LSTMs with Attention. CoRR Tharindu Fernando, Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain, Clinton Fookes
2020	J	`jnl`	Memory Augmented Deep Generative Models for Forecasting the Next Shot Location in Tennis. IEEE Trans. Knowl. Data Eng. Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Memory Based Attentive Fusion. CoRR Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	—	`conf`	Neural Memory Networks for Seizure Type Classification. EMBC David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes
2020	J	`jnl`	Neural memory plasticity for medical anomaly detection. Neural Networks Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin R. Laurens, Patrick J. Johnston, Clinton Fookes
2020	J	`jnl`	Patient-independent Epileptic Seizure Prediction using Deep Learning Models. CoRR Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2020	J	`jnl`	Temporarily-Aware Context Modeling Using Generative Adversarial Networks for Speech Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. Tharindu Fernando, Sridha Sridharan, Mitchell McLaren, Darshana Priyasad, Simon Denman, Clinton Fookes
2020	J	`jnl`	Temporarily-Aware Context Modelling using Generative Adversarial Networks for Speech Activity Detection. CoRR Tharindu Fernando, Sridha Sridharan, Mitchell McLaren, Darshana Priyasad, Simon Denman, Clinton Fookes
2020	J	`jnl`	Understanding the Importance of Heart Sound Segmentation for Heart Anomaly Detection. CoRR Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami, Clinton Fookes
2019	A	`conf`	Coupled Generative Adversarial Network for Continuous Fine-Grained Action Segmentation. WACV Harshala Gammulle, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation. CoRR Harshala Gammulle, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks. CoRR Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan
2019	—	`conf`	Learning Salient Features for Multimodal Emotion Recognition with Recurrent Neural Networks and Attention Based Fusion. AVSP Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Memory Augmented Deep Generative models for Forecasting the Next Shot Location in Tennis. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	—	`conf`	Neighbourhood Context Embeddings in Deep Inverse Reinforcement Learning for Predicting Pedestrian Motion Over Long Time Horizons. ICCV Workshops Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2019	J	`jnl`	Neural Memory Networks for Robust Classification of Seizure Type. CoRR David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes
2019	J	`jnl`	Neural Memory Plasticity for Anomaly Detection. CoRR Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin R. Laurens, Patrick J. Johnston, Clinton Fookes
2018	—	`conf`	Deep Decision Trees for Discriminative Dictionary Learning With Adversarial Multi-Agent Trajectories. CVPR Workshops Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Simon Denman
2018	J	`jnl`	Deep Decision Trees for Discriminative Dictionary Learning with Adversarial Multi-Agent Trajectories. CoRR Tharindu Fernando, Sridha Sridharan, Clinton Fookes, Simon Denman
2018	—	`conf`	GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds. ACCV (1) Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	J	`jnl`	GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	A	`conf`	Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning. AAMAS Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	J	`jnl`	Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	—	`conf`	Pedestrian Trajectory Prediction with Structured Memory Hierarchies. ECML/PKDD (1) Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	J	`jnl`	Pedestrian Trajectory Prediction with Structured Memory Hierarchies. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	A	`conf`	Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks. WACV Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	J	`jnl`	Task Specific Visual Saliency Prediction with Memory Augmented Conditional Generative Adversarial Networks. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	J	`jnl`	Tracking by Prediction: A Deep Generative Model for Mutli-Person localisation and Tracking. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	A	`conf`	Tracking by Prediction: A Deep Generative Model for Mutli-person Localisation and Tracking. WACV Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2018	J	`jnl`	Tree Memory Networks for modelling long-term temporal dependencies. Neurocomputing Tharindu Fernando, Simon Denman, Aaron McFadyen, Sridha Sridharan, Clinton Fookes
2017	—	`conf`	Going Deeper: Autonomous Steering with Neural Memory Networks. ICCV Workshops Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2017	J	`jnl`	Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection. CoRR Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
2017	J	`jnl`	Tree Memory Networks for Modelling Long-term Temporal Dependencies. CoRR Tharindu Fernando, Simon Denman, Aaron McFadyen, Sridha Sridharan, Clinton Fookes
2015	J	`jnl`	A hybrid algorithm for player arm biomechanics evaluation in outdoor sporting activities. Int. J. Comput. Sci. Sport Tharindu Fernando, U. Amalka J. Pinidiyaarachchi
2015	—	`conf`	Fuzzy logic based mobile robot target tracking in dynamic hostile environment. CIVEMSA Tharindu Fernando, Harshala Gammulle, Chamila Walgampaya