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Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification


Apr 28, 2021
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes

* WACV, 2020 
* Accepted in WACV 2020 

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Pose-driven Attention-guided Image Generation for Person Re-Identification


Apr 28, 2021
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes

* Submitted to Pattern Recognition 

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Learning Regional Attention over Multi-resolution Deep Convolutional Features for Trademark Retrieval


Apr 15, 2021
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes


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An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval


Feb 08, 2021
Osman Tursun, Simon Denman, Sridha Sridharan, Ethan Goan, Clinton Fookes


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Deep Learning for Medical Anomaly Detection -- A Survey


Dec 04, 2020
Tharindu Fernando, Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Preprint submitted to ACM Computing Surveys 

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Sparse Convolutions on Continuous Domains for Point Cloud and Event Stream Networks


Dec 02, 2020
Dominic Jack, Frederic Maire, Simon Denman, Anders Eriksson

* ACCV2020 

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Patient-independent Epileptic Seizure Prediction using Deep Learning Models


Nov 18, 2020
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes


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Domain Generalization in Biosignal Classification


Nov 12, 2020
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Houman Ghaemmaghami, Sridha Sridharan, Clinton Fookes


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Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers


Nov 10, 2020
Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes


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Multi-modal Fusion for Single-Stage Continuous Gesture Recognition


Nov 10, 2020
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Submitted to IEEE Transactions on Image Processing 

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Attention Driven Fusion for Multi-Modal Emotion Recognition


Oct 10, 2020
Darshana Priyasad, Tharindu Fernando, Simon Denman, Clinton Fookes, Sridha Sridharan

* An updated version of the ICASSP 2020 paper 

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Memory Based Attentive Fusion


Jul 16, 2020
Darshana Priyasad, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

* Pre-print submitted to Information Fusion 

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Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data Analysis


Jul 12, 2020
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Accepted for Publication at MICCAI 2020 

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Meta Transfer Learning for Emotion Recognition


Jun 23, 2020
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, David Dean, Clinton Fookes

* Revision under Journal of Pattern Recognition 

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Understanding the Importance of Heart Sound Segmentation for Heart Anomaly Detection


May 21, 2020
Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Houman Ghaemmaghami, Clinton Fookes


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End-to-End Domain Adaptive Attention Network for Cross-Domain Person Re-Identification


May 07, 2020
Amena Khatun, Simon Denman, Sridha Sridharan, Clinton Fookes

* submitted to IEEE Transactions on Information Forensics and Security 

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Hierarchical Attention Network for Action Segmentation


May 07, 2020
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* Published in Pattern Recognition Letters 

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Temporarily-Aware Context Modelling using Generative Adversarial Networks for Speech Activity Detection


Apr 02, 2020
Tharindu Fernando, Sridha Sridharan, Mitchell McLaren, Darshana Priyasad, Simon Denman, Clinton Fookes

* IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020 

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Heart Sound Segmentation using Bidirectional LSTMs with Attention


Apr 02, 2020
Tharindu Fernando, Houman Ghaemmaghami, Simon Denman, Sridha Sridharan, Nayyar Hussain, Clinton Fookes

* IEEE Journal of Biomedical and Health Informatics, 25 October 2019 

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Joint Deep Cross-Domain Transfer Learning for Emotion Recognition


Mar 24, 2020
Dung Nguyen, Sridha Sridharan, Duc Thanh Nguyen, Simon Denman, Son N. Tran, Rui Zeng, Clinton Fookes


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Enhancing Feature Invariance with Learned Image Transformations for Image Retrieval


Feb 05, 2020
Osman Tursun, Simon Denman, Sridha Sridharan, Clinton Fookes


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Neural Memory Networks for Seizure Type Classification


Jan 30, 2020
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes


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MTRNet++: One-stage Mask-based Scene Text Eraser


Dec 16, 2019
Osman Tursun, Simon Denman, Rui Zeng, Sabesan Sivapalan, Sridha Sridharan, Clinton Fookes

* This paper is under CVIU review 

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Predicting the Future: A Jointly Learnt Model for Action Anticipation


Dec 16, 2019
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* ICCV 2019 

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Neural Memory Networks for Robust Classification of Seizure Type


Dec 10, 2019
David Ahmedt-Aristizabal, Tharindu Fernando, Simon Denman, Lars Petersson, Matthew J. Aburn, Clinton Fookes


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Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks


Nov 17, 2019
Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan


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Neural Memory Plasticity for Anomaly Detection


Oct 12, 2019
Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin Laurens, Patrick Johnston, Clinton Fookes


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Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation


Sep 20, 2019
Harshala Gammulle, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

* WACV 2019 

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Forecasting Future Action Sequences with Neural Memory Networks


Sep 20, 2019
Harshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes

* BMVC 2019 Oral 

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