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MongeNet: Efficient Sampler for Geometric Deep Learning


Apr 29, 2021
Léo Lebrat, Rodrigo Santa Cruz, Clinton Fookes, Olivier Salvado


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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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Preserving Semantic Consistency in Unsupervised Domain Adaptation Using Generative Adversarial Networks


Apr 28, 2021
Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan

* Submitted to Pattern Recognition Letters 

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Deep Domain Generalization with Feature-norm Network


Apr 28, 2021
Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan

* 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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Im2Mesh GAN: Accurate 3D Hand Mesh Recovery from a Single RGB Image


Jan 27, 2021
Akila Pemasiri, Kien Nguyen Thanh, Sridha Sridharan, 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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Locus: LiDAR-based Place Recognition using Spatiotemporal Higher-Order Pooling


Nov 30, 2020
Kavisha Vidanapathirana, Peyman Moghadam, Ben Harwood, Muming Zhao, Sridha Sridharan, Clinton Fookes

* Under review 

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Complex-valued Iris Recognition Network


Nov 23, 2020
Kien Nguyen, Clinton Fookes, Sridha Sridharan, Arun Ross


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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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DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction


Oct 22, 2020
Rodrigo Santa Cruz, Leo Lebrat, Pierrick Bourgeat, Clinton Fookes, Jurgen Fripp, Olivier Salvado

* Accepted in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) 

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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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Going deeper with brain morphometry using neural networks


Sep 07, 2020
Rodrigo Santa Cruz, Léo Lebrat, Pierrick Bourgeat, Vincent Doré, Jason Dowling, Jurgen Fripp, Clinton Fookes, Olivier Salvado


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Elasticity Meets Continuous-Time: Map-Centric Dense 3D LiDAR SLAM


Aug 05, 2020
Chanoh Park, Peyman Moghadam, Jason Williams, Soohwan Kim, Sridha Sridharan, Clinton Fookes

* Submitted to IEEE Transactions on Robotics 

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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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Bayesian Neural Networks: An Introduction and Survey


Jun 22, 2020
Ethan Goan, Clinton Fookes

* Case Studies in Applied Bayesian Data Science: CIRM Jean-Morlet Chair, Fall 2018, 1, (2020) 45-87 
* 44 pages, 8 figures 

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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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Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional Emotion Recognition


Apr 28, 2020
Dung Nguyen, Duc Thanh Nguyen, Rui Zeng, Thanh Thi Nguyen, Son N. Tran, Thin Nguyen, Sridha Sridharan, Clinton Fookes

* Under Review on Transaction on Multimedia 

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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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