Guillermo Sapiro

Apple (United States) — United States

Computer Science · Physical Sciences

105h-index64.3kcitations767works6.02yr avg
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Research Topics

Medical Image Segmentation Techniques(124), Sparse and Compressive Sensing Techniques(105), Image and Signal Denoising Methods(97), Advanced Neuroimaging Techniques and Applications(73), Advanced Vision and Imaging(65)

Publications767 total

Inferring Optical Tissue Properties from Photoplethysmography using Hybrid Amortized Inference
Machine Learning Health·2026Open Access
Toward Accurate and Accessible Markerless Neuronavigation
arXiv (Cornell University)·2026Open Access
Toward Accurate and Accessible Markerless Neuronavigation
ArXiv.org·2026Open Access
An Evidence-Grounded Research Assistant for Functional Genomics and Drug Target Assessment
2025Open Access
SPOT: Sparsification with Attention Dynamics via Token Relevance in Vision Transformers
arXiv (Cornell University)·2025Open Access
A wearable-based aging clock associates with disease and behavior
Nature Communications·2025· 3 citedOpen Access
Inferring Optical Tissue Properties from Photoplethysmography using Hybrid Amortized Inference
arXiv (Cornell University)·2025· 1 citedOpen Access
Use of computer vision analysis for labeling inattention periods in EEG recordings with visual stimuli
Scientific Reports·2025Open Access
Peer support: Current status and future opportunities for college mental health promotion
Journal of American College Health·2025
Autism Digital Phenotyping in Preschool‐ and School‐Age Children
Autism Research·2025· 2 cited
Multimodal Digital Phenotyping of Behavior in a Neurology Clinic: Development of the Neurobooth Platform and the First Two Years of Data Collection
2024· 2 citedOpen Access
Leveraging Cardiovascular Simulations for In-Vivo Prediction of Cardiac Biomarkers
arXiv (Cornell University)·2024Open Access
Assessing Fears of Negative Consequences in Children With Symptoms of Avoidant Restrictive Food Intake Disorder
International Journal of Eating Disorders·2024· 5 citedOpen Access
Autoregressive Models in Vision: A Survey
arXiv (Cornell University)·2024· 2 citedOpen Access
Digital Phenotyping based on a Mobile App Identifies Distinct and Overlapping Features in Children Diagnosed with Autism versus ADHD
2024· 1 cited
Nested Learning For Multi-Level Classification
SPIRE - Sciences Po Institutional REpository·2024· 1 citedOpen Access
1.17 Feeling and Body Investigators (FBI): An Interoceptive Exposure Treatment Approach for Young Children With Avoidant/Restrictive Food Intake Disorder (ARFID)
Journal of the American Academy of Child & Adolescent Psychiatry·2024Open Access
Validation of a Mobile App for Remote Autism Screening in Toddlers
NEJM AI·2024· 7 citedOpen Access
Use of Computer Vision Analysis for Labeling Inattention Periods in Eeg Recordings With Visual Stimuli
2024Open Access
PQ-VAE: Learning Hierarchical Discrete Representations with Progressive Quantization
2024· 3 cited
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Frequent Co-authors

Julien Mairal(9), Marcelo Bertalmı́o(8), Jean Ponce(6), Vicent Caselles(4), Francis Bach(4), Andrew Zisserman(4), Christophe Lenglet(4), Ron Kimmel(3), Stanley Osher(3), Essa Yacoub(3), Kâmil Uǧurbil(3), Allen Tannenbaum(3), Coloma Ballester(2), Alberto Bartesaghi(2), Mario J. Borgnia(2), Sriram Subramaniam(2), Michael Elad(2), M.J. Weinberger(2), G. Seroussi(2), Luminita A. Vese(2)