Mehrdad Yaghoobi

IEEE Trans. Computational Imaging, 2024

Equivariant Imaging for Self-supervised Hyperspectral Image Inpainting.

[BibT_eX]

[DOI]

Shuo Li

Mike Davies

CoRR, 2024

From Pixels to Waveforms: Evaluating Pre-trained Image Models for Few-Shot Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

High-Fidelity MRI Reconstruction Using Adaptive Spatial Attention Selection and Deep Data Consistency Prior.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2023

Self-supervised Deep Hyperspectral Inpainting with the Sparsity and Low-Rank Considerations.

[BibT_eX]

[DOI]

Shuo Li

CoRR, 2023

Amortised Invariance Learning for Contrastive Self-Supervision.

[BibT_eX]

[DOI]

CoRR, 2023

MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection.

[BibT_eX]

[DOI]

Richard Jackson

Proceedings of the International Joint Conference on Neural Networks, 2023

Amortised Invariance Learning for Contrastive Self-Supervision.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Self-Supervised Hyperspectral Inpainting with the Optimisation inspired Deep Neural Network Prior.

[BibT_eX]

[DOI]

Shuo Li

Mohammad Dehghani Soltani

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Learning Indoor Environment for Effective LiFi Communications: Signal Detection and Resource Allocation.

[BibT_eX]

[DOI]

Nurul Aini Amran

Majid Safari

IEEE Access, 2022

FROB: Few-Shot ROBust Model for Joint Classification and Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Region-Guided Channel-Wise Attention Network for Accelerated MRI Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

High-Fidelity MRI Reconstruction with the Densely Connected Network Cascade and Feature Residual Data Consistency Priors.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Medical Image Reconstruction, 2022

CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

MetaAudio: A Few-Shot Audio Classification Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Coil-Agnostic Attention-Based Network for Parallel MRI Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Fine-Grained Mri Reconstruction Using Attentive Selection Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

High-Resolution Wide-Swath IRCI-Free MIMO SAR.

[BibT_eX]

[DOI]

Mohammed Alshaya

Bernard Mulgrew

IEEE Trans. Geosci. Remote. Sens., 2020

Ultrahigh Resolution Wide Swath MIMO-SAR.

[BibT_eX]

[DOI]

Mohammed Alshaya

Bernard Mulgrew

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Boundary Of Distribution Support Generator (BDSG): Sample Generation On The Boundary.

[BibT_eX]

[DOI]

Mohammad Dehghani Soltani

Proceedings of the IEEE International Conference on Image Processing, 2020

Deep Learning Based Signal Detection for OFDM VLC Systems.

[BibT_eX]

[DOI]

Nurul Aini Amran

Konstantinos A. Voulgaris

Majid Safari

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

DeepMP for Non-Negative Sparse Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Sparsity-Driven GMTI Processing Framework With Multichannel SAR.

[BibT_eX]

[DOI]

Di Wu

IEEE Trans. Geosci. Remote. Sens., 2019

2018

Anomaly Detection with High Resolution Hyperspectral Observations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2015

Fast Non-Negative Orthogonal Matching Pursuit.

[BibT_eX]

[DOI]

Di Wu

IEEE Signal Process. Lett., 2015

Fast non-negative orthogonal least squares.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Dictionary Subselection Using an Overcomplete Joint Sparsity Model.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Sparsity-based autofocus for undersampled synthetic aperture radar.

[BibT_eX]

[DOI]

Shaun Kelly

IEEE Trans. Aerosp. Electron. Syst., 2014

A low-complexity sub-Nyquist sampling system for wideband Radar ESM receivers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

2012

Optimal Dictionary Selection Using an Overcomplete Joint Sparsity Model

[BibT_eX]

[DOI]

CoRR, 2012

Noise aware analysis operator learning for approximately cosparse signals.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Analysis operator learning for overcomplete cosparse representations.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Structured and incoherent parametric dictionary design.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Dictionary Learning for Sparse Representations: A Pareto Curve Root Finding Approach.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

Parametric dictionary design for sparse coding.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Dictionary learning for sparse approximations with the majorization method.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Parsimonious dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Regularized dictionary learning for sparse approximation.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Quantized Sparse Approximation with Iterative Thresholding for Audio Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Iterative Hard Thresholding and L0 Regularisation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2005

A New Image Texture Extraction Algorithm Based on Matching Pursuit Gabor Wavelets.

[BibT_eX]

[DOI]