Sanchez, Pedro

8 publications

TMLR 2025 Causal Ordering for Structure Learning from Time Series Pedro Sanchez, Damian Machlanski, Steven McDonagh, Sotirios A. Tsaftaris

WACV 2025 MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection Raman Dutt, Ondrej Bohdal, Pedro Sanchez, Sotirios Tsaftaris, Timothy Hospedales

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

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

ECCV 2024 RadEdit: Stress-Testing Biomedical Vision Models via Diffusion Image Editing Fernando Pérez-García, Sam Bond-Taylor, Pedro Sanchez, Boris van Breugel, Daniel Coelho de Castro, Harshita Sharma, Valentina Salvatelli, Maria Teodora A Wetscherek, Hannah CM Richardson, Lungren Matthew, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay, Maximilian Ilse

NeurIPSW 2023 A Causal Ordering Prior for Unsupervised Representation Learning Avinash Kori, Pedro Sanchez, Konstantinos Vilouras, Ben Glocker, Sotirios A. Tsaftaris

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

CLeaR 2022 Diffusion Causal Models for Counterfactual Estimation Pedro Sanchez, Sotirios A. Tsaftaris