Pedro Sanchez
6 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Interdisciplinary Bridge ยท Silver
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
diffusion model
(3)
structural causal model
(2)
parameter-efficient fine-tuning
(2)
text-to-image generation
(1)
medical image analysis
(1)
bilevel optimization
(1)
generative model
(1)
convolutional network
(1)
foundation model
(1)
energy-based model
(1)
memorization mitigation
(1)
counterfactual generation
(1)
medical image generation
(1)
additive noise model
(1)
counterfactual estimation
(1)
counterfactual image generation
(1)
transformer-based network
(1)
causal inference
(1)
topological ordering
(1)
causal discovery
(1)
Papers
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection
WACV 2025
Benchmarking Counterfactual Image Generation
NeurIPS 2024
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
MIDL 2024
RadEdit: stress-testing biomedical vision models via diffusion image editing
ECCV 2024
Diffusion Models for Causal Discovery via Topological Ordering
ICLR 2023
Diffusion Causal Models for Counterfactual Estimation
CLeaR 2022