Sanchez, Pedro

1. Causal Machine Learning for Healthcare and Precision Medicine
   2022/05/23 by Sanchez, Pedro, Voisey, Jeremy P., Xia, Tian +3 · 16 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Diffusion Causal Models for Counterfactual Estimation
   2022/02/21 by Pedro L. Sánchez, Sotirios A. Tsaftaris, Sanchez, Pedro +1 · 16 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare
3. Generative AI for Medical Imaging: extending the MONAI Framework
   2023/07/27 by Walter H. L. Pinaya, Walter Hugo Lopez Pinaya, Pinaya, Walter H. L. +49 · 1 voice · 12 citations
   Computer Science · Engineering · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #cs.CV #eess.IV
4. Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity
   2023/05/14 by Raman Dutt, Dutt, Raman, Linus Ericsson +7 · 9 citations
   Computer Science · #Multimodal Machine Learning Applications #AI in cancer detection #Advanced Neural Network Applications
5. The role of noise in denoising models for anomaly detection in medical images
   2023/01/19 by Antanas Kascenas, Pedro L. Sánchez, Kascenas, Antanas +21 · 7 citations
   Computer Science · Mathematics · #68T99 #68U10 #92C55 #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Statistical Methods and Inference #electronic engineering #information engineering
6. vMFNet: Compositionality Meets Domain-generalised Segmentation
   2022/06/29 by Liu, Xiao, Thermos, Spyridon, Sanchez, Pedro +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models
   2024/04/19 by Vilouras, Konstantinos, Sanchez, Pedro, O'Neil, Alison Q. +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. A Causal Ordering Prior for Unsupervised Representation Learning
   2023/07/11 by Kori, Avinash, Sanchez, Pedro, Vilouras, Konstantinos +2 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models
   2023/06/02 by Fernandez, Virginia, Sanchez, Pedro, Pinaya, Walter Hugo Lopez +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. What is Healthy? Generative Counterfactual Diffusion for Lesion Localization
    2022/07/25 by Sanchez, Pedro, Kascenas, Antanas, Liu, Xiao +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Group Distributionally Robust Knowledge Distillation
    2023/11/01 by Vilouras, Konstantinos, Liu, Xiao, Sanchez, Pedro +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection
    2024/05/29 by Raman Dutt, Ondrej Bohdal, Dutt, Raman +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare