Extraction of Three-Dimensional Motion and Geometric Invariants from Range Dependent Signals. - Mark Stuff; Pedro Sanchez; Martin Biancalana (Multidimens. Syst. Signal Process., 2003)

Nanocoated optical fibre for lossy mode resonance (LMR) sensors and filters. - Ignacio Del Villar; Francisco J. Arregui; Jesús M. Corres; Candido Bariain; Javier Goicoechea Fernández; Carlos R. Zamarreño; César Elosúa; Miguel Hernáez; Pedro J. Rivero; Abian B. Socorro; Aitor Urrutia; Pedro Sanchez; et al. (ICTON, 2015)

Sensors Based on Thin-Film Coated Cladding Removed Multimode Optical Fiber and Single-Mode Multimode Single-Mode Fiber: A Comparative Study. - Ignacio Del Villar; Abian B. Socorro; Miguel Hernáez; Jesús M. Corres; Carlos R. Zamarreño; Pedro Sanchez; Francisco J. Arregui; Ignacio R. Matías (J. Sensors, 2015)

Single strand DNA detection by means of lossy mode resonance-based optical fiber devices. - Carlos R. Zamarreño; Pablo Zubiate; Pedro Sanchez; Ignacio R. Matías; Francisco J. Arregui; Maria Antonia Ramos-Arroyo; María Moreno-Igoa; Blanca Hernández-Charro (IEEE SENSORS, 2016)

Micro and Nanostructured Materials for the Development of Optical Fibre Sensors. - César Elosúa; Francisco J. Arregui; Ignacio Del Villar; Carlos Ruiz-Zamarreño; Jesús M. Corres; Candido Bariain; Javier Goicoechea Fernández; Miguel Hernáez; Pedro J. Rivero; Abian B. Socorro; Aitor Urrutia; Pedro Sanchez; et al. (Sensors, 2017)

Accelerating ML Recommendation with over a Thousand RISC-V/Tensor Processors on Esperanto's ET-SoC-1 Chip. - David R. Ditzel; Roger Espasa; Nivard Aymerich; Allen Baum; Tom Berg; Jim Burr; Eric Hao; Jayesh Iyer; Miquel Izquierdo; Shankar Jayaratnam; Darren Jones; Chris Klingner; et al. (HCS, 2021)

A Tutorial on Learning Disentangled Representations in the Imaging Domain. - Xiao Liu 037; Pedro Sanchez; Spyridon Thermos; Alison Q. O'Neil; Sotirios A. Tsaftaris (CoRR, 2021)

Diffusion Causal Models for Counterfactual Estimation. - Pedro Sanchez; Sotirios A. Tsaftaris (CLeaR, 2022)

vMFNet: Compositionality Meets Domain-Generalised Segmentation. - Xiao Liu 037; Spyridon Thermos; Pedro Sanchez; Alison Q. O'Neil; Sotirios A. Tsaftaris (MICCAI (8), 2022)

HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information. - Xiao Liu 037; Spyridon Thermos; Pedro Sanchez; Alison Q. O'Neil; Sotirios A. Tsaftaris (MAD@MICCAI, 2022)

What is Healthy? Generative Counterfactual Diffusion for Lesion Localization. - Pedro Sanchez; Antanas Kascenas; Xiao Liu 037; Alison Q. O'Neil; Sotirios A. Tsaftaris (DGM4MICCAI@MICCAI, 2022)

Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification. - Tian Xia; Pedro Sanchez; Chen Qin; Sotirios A. Tsaftaris (CoRR, 2022)

Causal Machine Learning for Healthcare and Precision Medicine. - Pedro Sanchez; Jeremy P. Voisey; Tian Xia; Hannah I. Watson; Alison Q. O'Neil; Sotirios A. Tsaftaris (CoRR, 2022)

Learning disentangled representations in the imaging domain. - Xiao Liu 037; Pedro Sanchez; Spyridon Thermos; Alison Q. O'Neil; Sotirios A. Tsaftaris (Medical Image Anal., 2022)

Diffusion Models for Causal Discovery via Topological Ordering. - Pedro Sanchez; Xiao Liu 037; Alison Q. O'Neil; Sotirios A. Tsaftaris (ICLR, 2023)

Privacy Distillation: Reducing Re-identification Risk of Diffusion Models. - Virginia Fernandez; Pedro Sanchez; Walter Hugo Lopez Pinaya; Grzegorz Jacenków; Sotirios A. Tsaftaris; M. Jorge Cardoso (DGM4MICCAI, 2023)

Group Distributionally Robust Knowledge Distillation. - Konstantinos Vilouras; Xiao Liu 037; Pedro Sanchez; Alison Q. O'Neil; Sotirios A. Tsaftaris (MLMI@MICCAI (2), 2023)

Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models. - Virginia Fernandez; Pedro Sanchez; Walter Hugo Lopez Pinaya; Grzegorz Jacenków; Sotirios A. Tsaftaris; Jorge Jorge Cardoso (CoRR, 2023)

A Causal Ordering Prior for Unsupervised Representation Learning. - Avinash Kori; Pedro Sanchez; Konstantinos Vilouras; Ben Glocker; Sotirios A. Tsaftaris (CoRR, 2023)

Generative AI for Medical Imaging: extending the MONAI Framework. - Walter H. L. Pinaya; Mark S. Graham; Eric Kerfoot; Petru-Daniel Tudosiu; Jessica Dafflon; Virginia Fernandez; Pedro Sanchez; Julia Wolleb; Pedro F. Da Costa; Ashay Patel; Hyungjin Chung; Can Zhao 001; et al. (CoRR, 2023)

The role of noise in denoising models for anomaly detection in medical images. - Antanas Kascenas; Pedro Sanchez; Patrick Schrempf; Chaoyang Wang; William Clackett; Shadia Mikhael; Jeremy P. Voisey; Keith A. Goatman; Alexander Weir; Nicolas Pugeault; Sotirios A. Tsaftaris; Alison Q. O'Neil (Medical Image Anal., 2023)

Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity. - Raman Dutt; Linus Ericsson; Pedro Sanchez; Sotirios A. Tsaftaris; Timothy M. Hospedales (MIDL, 2024)

Benchmarking Counterfactual Image Generation. - Thomas Melistas; Nikos Spyrou; Nefeli Gkouti; Pedro Sanchez; Athanasios Vlontzos; Yannis Panagakis; Giorgos Papanastasiou; Sotirios A. Tsaftaris (NeurIPS, 2024)

Benchmarking Counterfactual Image Generation. - Thomas Melistas; Nikos Spyrou; Nefeli Gkouti; Pedro Sanchez; Athanasios Vlontzos; Giorgos Papanastasiou; Sotirios A. Tsaftaris (CoRR, 2024)

Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models. - Konstantinos Vilouras; Pedro Sanchez; Alison Q. O'Neil; Sotirios A. Tsaftaris (CoRR, 2024)

MemControl: Mitigating Memorization in Medical Diffusion Models via Automated Parameter Selection. - Raman Dutt; Pedro Sanchez; Ondrej Bohdal; Sotirios A. Tsaftaris; Timothy M. Hospedales (CoRR, 2024)

Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion Models. - Raman Dutt; Pedro Sanchez; Ondrej Bohdal; Sotirios A. Tsaftaris; Timothy M. Hospedales (CoRR, 2024)

Compositionally Equivariant Representation Learning. - Xiao Liu 037; Pedro Sanchez; Spyridon Thermos; Alison Q. O'Neil; Sotirios A. Tsaftaris (IEEE Trans. Medical Imaging, 2024)

MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection. - Raman Dutt; Ondrej Bohdal; Pedro Sanchez; Sotirios A. Tsaftaris; Timothy M. Hospedales (WACV, 2025)

CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs. - Raman Dutt; Pedro Sanchez; Yongchen Yao; Steven McDonagh 001; Sotirios A. Tsaftaris; Timothy M. Hospedales (CoRR, 2025)