| 2024 | ICASSP | On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio Classification. | Calum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi |
| 2024 | IJCNN | From Pixels to Waveforms: Evaluating Pre-trained Image Models for Few-Shot Audio Classification. | Calum Heggan, Timothy M. Hospedales, Sam Budgett, Mehrdad Yaghoobi |
| 2023 | ICLR | Amortised Invariance Learning for Contrastive Self-Supervision. | Ruchika Chavhan, Jan Stuehmer, Calum Heggan, Mehrdad Yaghoobi, Timothy M. Hospedales |
| 2023 | IJCNN | SLX: Similarity Learning for X-Ray Screening and Robust Automated Disassembled Object Detection. | Nikolaos Dionelis, Richard Jackson, Sotirios A. Tsaftaris, Mehrdad Yaghoobi |
| 2023 | Interspeech | MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations. | Calum Heggan, Timothy M. Hospedales, Sam Budgett, Mehrdad Yaghoobi |
| 2022 | ACCV | Coil-Agnostic Attention-Based Network for Parallel MRI Reconstruction. | Jingshuai Liu, Chen Qin, Mehrdad Yaghoobi |
| 2022 | ICANN | MetaAudio: A Few-Shot Audio Classification Benchmark. | Calum Heggan, Sam Budgett, Timothy M. Hospedales, Mehrdad Yaghoobi |
| 2022 | ICPR | CTR: Contrastive Training Recognition Classifier for Few-Shot Open-World Recognition. | Nikolaos Dionelis, Sotirios A. Tsaftaris, Mehrdad Yaghoobi |
| 2022 | MICCAI | High-Fidelity MRI Reconstruction with the Densely Connected Network Cascade and Feature Residual Data Consistency Priors. | Jingshuai Liu, Chen Qin, Mehrdad Yaghoobi |
| 2022 | MICCAI | Region-Guided Channel-Wise Attention Network for Accelerated MRI Reconstruction. | Jingshuai Liu, Chen Qin, Mehrdad Yaghoobi |
| 2021 | ICASSP | Fine-Grained Mri Reconstruction Using Attentive Selection Generative Adversarial Networks. | Jingshuai Liu, Mehrdad Yaghoobi |
| 2021 | ICTAI | Few-Shot Adaptive Detection of Objects of Concern Using Generative Models with Negative Retraining. | Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris |
| 2020 | ICIP | Boundary Of Distribution Support Generator (BDSG): Sample Generation On The Boundary. | Nikolaos Dionelis, Mehrdad Yaghoobi, Sotirios A. Tsaftaris |
| 2014 | ICASSP | A low-complexity sub-Nyquist sampling system for wideband Radar ESM receivers. | Mehrdad Yaghoobi, Michael A. Lexa, Fabien Millioz, Mike E. Davies |
| 2012 | ICASSP | Noise aware analysis operator learning for approximately cosparse signals. | Mehrdad Yaghoobi, Sangnam Nam, Rmi Gribonval, Michael E. Davies |
| 2010 | ICASSP | Structured and incoherent parametric dictionary design. | Mehrdad Yaghoobi, Laurent Daudet, Michael E. Davies |
| 2009 | ICASSP | Parsimonious dictionary learning. | Mehrdad Yaghoobi, Thomas Blumensath, Michael E. Davies |
| 2007 | ICASSP | Iterative Hard Thresholding and L0 Regularisation. | Thomas Blumensath, Mehrdad Yaghoobi, Mike E. Davies |
| 2007 | ICASSP | Quantized Sparse Approximation with Iterative Thresholding for Audio Coding. | Mehrdad Yaghoobi, Thomas Blumensath, Mike E. Davies |
| 2005 | ICASSP | A New Image Texture Extraction Algorithm Based on Matching Pursuit Gabor Wavelets. | Mehrdad Yaghoobi, Hamid R. Rabiee, Mohammed Ghanbari, Mohammad Bagher Shamsollahi |