Pedro Sanchez - RankMe

40 papers A* 2A 1Journal 27Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CheXGenBench: A Unified Benchmark For Fidelity, Privacy and Utility of Synthetic Chest Radiographs. CoRR Raman Dutt, Pedro Sanchez, Yongchen Yao, Steven McDonagh, Sotirios A. Tsaftaris, Timothy M. Hospedales
2025	A	`conf`	MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection. WACV Raman Dutt, Ondrej Bohdal, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy M. Hospedales
2025	J	`jnl`	Zero-Shot Medical Phrase Grounding With Off-the-Shelf Diffusion Models. IEEE J. Biomed. Health Informatics Konstantinos Vilouras, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2024	A*	`conf`	Benchmarking Counterfactual Image Generation. NeurIPS Thomas Melistas, Nikos Spyrou, Nefeli Gkouti, Pedro Sanchez, Athanasios Vlontzos, Yannis Panagakis, Giorgos Papanastasiou, Sotirios A. Tsaftaris
2024	J	`jnl`	Benchmarking Counterfactual Image Generation. CoRR Thomas Melistas, Nikos Spyrou, Nefeli Gkouti, Pedro Sanchez, Athanasios Vlontzos, Giorgos Papanastasiou, Sotirios A. Tsaftaris
2024	J	`jnl`	Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion Models. CoRR Raman Dutt, Pedro Sanchez, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy M. Hospedales
2024	J	`jnl`	Compositionally Equivariant Representation Learning. IEEE Trans. Medical Imaging Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris
2024	J	`jnl`	MemControl: Mitigating Memorization in Medical Diffusion Models via Automated Parameter Selection. CoRR Raman Dutt, Pedro Sanchez, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy M. Hospedales
2024	—	`conf`	Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity. MIDL Raman Dutt, Linus Ericsson, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy M. Hospedales
2024	J	`jnl`	Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models. CoRR Konstantinos Vilouras, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2023	J	`jnl`	A Causal Ordering Prior for Unsupervised Representation Learning. CoRR Avinash Kori, Pedro Sanchez, Konstantinos Vilouras, Ben Glocker, Sotirios A. Tsaftaris
2023	J	`jnl`	Compositionally Equivariant Representation Learning. CoRR Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris
2023	A*	`conf`	Diffusion Models for Causal Discovery via Topological Ordering. ICLR Pedro Sanchez, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris
2023	J	`jnl`	Generative AI for Medical Imaging: extending the MONAI Framework. CoRR 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, Wei Peng, Zelong Liu, Xueyan Mei, Oeslle Lucena, Jong Chul Ye, Sotirios A. Tsaftaris, Prerna Dogra, Andrew Feng, Marc Modat, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso
2023	—	`conf`	Group Distributionally Robust Knowledge Distillation. MLMI@MICCAI (2) Konstantinos Vilouras, Xiao Liu, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2023	J	`jnl`	Group Distributionally Robust Knowledge Distillation. CoRR Konstantinos Vilouras, Xiao Liu, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2023	J	`jnl`	Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity. CoRR Raman Dutt, Linus Ericsson, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy M. Hospedales
2023	—	`conf`	Privacy Distillation: Reducing Re-identification Risk of Diffusion Models. DGM4MICCAI Virginia Fernandez, Pedro Sanchez, Walter Hugo Lopez Pinaya, Grzegorz Jacenków, Sotirios A. Tsaftaris, M. Jorge Cardoso
2023	J	`jnl`	Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models. CoRR Virginia Fernandez, Pedro Sanchez, Walter Hugo Lopez Pinaya, Grzegorz Jacenków, Sotirios A. Tsaftaris, Jorge Jorge Cardoso
2023	J	`jnl`	The role of noise in denoising models for anomaly detection in medical images. CoRR 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
2023	J	`jnl`	The role of noise in denoising models for anomaly detection in medical images. Medical Image Anal. 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
2022	J	`jnl`	Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification. CoRR Tian Xia, Pedro Sanchez, Chen Qin, Sotirios A. Tsaftaris
2022	J	`jnl`	Causal Machine Learning for Healthcare and Precision Medicine. CoRR Pedro Sanchez, Jeremy P. Voisey, Tian Xia, Hannah I. Watson, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	—	`conf`	Diffusion Causal Models for Counterfactual Estimation. CLeaR Pedro Sanchez, Sotirios A. Tsaftaris
2022	J	`jnl`	Diffusion Causal Models for Counterfactual Estimation. CoRR Pedro Sanchez, Sotirios A. Tsaftaris
2022	J	`jnl`	Diffusion Models for Causal Discovery via Topological Ordering. CoRR Pedro Sanchez, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	—	`conf`	HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information. MAD@MICCAI Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	J	`jnl`	HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information. CoRR Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	J	`jnl`	Learning disentangled representations in the imaging domain. Medical Image Anal. Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	—	`conf`	What is Healthy? Generative Counterfactual Diffusion for Lesion Localization. DGM4MICCAI@MICCAI Pedro Sanchez, Antanas Kascenas, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	J	`jnl`	What is Healthy? Generative Counterfactual Diffusion for Lesion Localization. CoRR Pedro Sanchez, Antanas Kascenas, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	—	`conf`	vMFNet: Compositionality Meets Domain-Generalised Segmentation. MICCAI (8) Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2022	J	`jnl`	vMFNet: Compositionality Meets Domain-generalised Segmentation. CoRR Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris
2021	J	`jnl`	A Tutorial on Learning Disentangled Representations in the Imaging Domain. CoRR Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris
2021	—	`conf`	Accelerating ML Recommendation with over a Thousand RISC-V/Tensor Processors on Esperanto's ET-SoC-1 Chip. HCS 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, Jin Kim, Stephen Lee, Marc Lupon, Grigorios Magklis, Bojan Maric, Rajib Nath, Mike Neilly, J. Duane Northcutt, Bill Orner, Jose Renau, Gerard Reves, Xavier Reves, Tom Riordan, Pedro Sanchez, Sridhar Samudrala, Guillem Sole, Raymond Tang, Tommy Thorn, Francisco Torres, Sebastia Tortella, Daniel Yau
2017	J	`jnl`	Micro and Nanostructured Materials for the Development of Optical Fibre Sensors. 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, Pablo Zubiate, Diego Lopez-Torres, Nerea De Acha, Joaquin Ascorbe, Aritz Ozcariz, Ignacio R. Matías
2016	—	`conf`	Single strand DNA detection by means of lossy mode resonance-based optical fiber devices. IEEE SENSORS Carlos R. Zamarreño, Pablo Zubiate, Pedro Sanchez, Ignacio R. Matías, Francisco J. Arregui, Maria Antonia Ramos-Arroyo, María Moreno-Igoa, Blanca Hernández-Charro
2015	—	`conf`	Nanocoated optical fibre for lossy mode resonance (LMR) sensors and filters. ICTON 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, Pablo Zubiate, Diego Lopez, Nerea De Acha, Joaquin Ascorbe, Ignacio R. Matías
2015	J	`jnl`	Sensors Based on Thin-Film Coated Cladding Removed Multimode Optical Fiber and Single-Mode Multimode Single-Mode Fiber: A Comparative Study. J. Sensors Ignacio Del Villar, Abian B. Socorro, Miguel Hernáez, Jesús M. Corres, Carlos R. Zamarreño, Pedro Sanchez, Francisco J. Arregui, Ignacio R. Matías
2003	J	`jnl`	Extraction of Three-Dimensional Motion and Geometric Invariants from Range Dependent Signals. Multidimens. Syst. Signal Process. Mark Stuff, Pedro Sanchez, Martin Biancalana