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AI & ML interests

Human-AI Systems, Bias and Fairness, Satellite Imagery, Quantum Machine Learning

Recent Activity

sebasmos updated a dataset about 15 hours ago

MITCriticalData/qml-mimic-cxr-embeddings

sebasmos updated a dataset 3 days ago

MITCriticalData/ShortKIT-ML-data

sebasmos submitted a paper about 2 months ago

ModaLens: Measuring Image Sensitivity in Report-Conditioned Medical VLMs

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Papers

Quantum Kernel Advantage over Classical Collapse in Medical Foundation Model Embeddings

Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution

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sebasmos

updated a dataset about 15 hours ago

MITCriticalData/qml-mimic-cxr-embeddings

Viewer • Updated about 7 hours ago • 1.56M • 17 • 2

sebasmos

updated a dataset 3 days ago

MITCriticalData/ShortKIT-ML-data

Updated 2 days ago • 51

sebasmos

submitted 2 papers to Daily Papers about 2 months ago

ModaLens: Measuring Image Sensitivity in Report-Conditioned Medical VLMs

Paper • 2609.15635 • Published Sep 14 • 8

Towards a Deterministic Math Solver for Clinical Language Models

Paper • 2609.10728 • Published Sep 9 • 2

sebasmos

authored 2 papers 3 months ago

Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems

Paper • 2608.03744 • Published Aug 4 • 6

Loud or Silent? A Reusable Framework for Per-Modality Failure Analysis in Multimodal Clinical AI

Paper • 2608.01462 • Published Aug 2 • 4

sebasmos

submitted 2 papers to Daily Papers 3 months ago

Agents Catching Agents: Shortcut Cascades and Benchmark Gaming in Clinical Multi-Agent Systems

Paper • 2608.03744 • Published Aug 4 • 6

Loud or Silent? A Reusable Framework for Per-Modality Failure Analysis in Multimodal Clinical AI

Paper • 2608.01462 • Published Aug 2 • 4

sebasmos

authored a paper 3 months ago

Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution

Paper • 2604.12152 • Published Apr 14 • 3

sebasmos

updated a dataset 4 months ago

MITCriticalData/mimic-iv-echo-jepa-embeddings

Viewer • Updated Jun 22 • 3.15M • 24 • 4

sebasmos

submitted a paper to Daily Papers 6 months ago

Quantum Kernel Advantage over Classical Collapse in Medical Foundation Model Embeddings

Paper • 2604.24597 • Published Apr 27 • 2

sebasmos

submitted a paper to Daily Papers 7 months ago

Domain-Specific Latent Representations Improve the Fidelity of Diffusion-Based Medical Image Super-Resolution

Paper • 2604.12152 • Published Apr 14 • 3

sebasmos

published a dataset 8 months ago

MITCriticalData/ShortKIT-ML-data

Updated 2 days ago • 51

rafiaa

updated a dataset 8 months ago

MITCriticalData/qml-mimic-cxr-embeddings

Viewer • Updated about 7 hours ago • 1.56M • 17 • 2

arielogg

updated a dataset 8 months ago

MITCriticalData/qml-mimic-cxr-embeddings

Viewer • Updated about 7 hours ago • 1.56M • 17 • 2

sebasmos

published a dataset 8 months ago

MITCriticalData/mimic-iv-echo-jepa-embeddings

Viewer • Updated Jun 22 • 3.15M • 24 • 4

sebasmos

updated a Space 9 months ago

title: "MIT Critical Data: Global Projects"

🌍

sebasmos

published a dataset 9 months ago

MITCriticalData/qml-mimic-cxr-embeddings

Viewer • Updated about 7 hours ago • 1.56M • 17 • 2

Jaandrade10

authored a paper about 1 year ago

Bridging Theory and Practice in Quantum Game Theory: Optimized Implementation of the Battle of the Sexes with Error Mitigation on NISQ Hardware

Paper • 2508.09050 • Published Aug 12, 2025 • 3

sebasmos

authored a paper about 1 year ago

Bridging Theory and Practice in Quantum Game Theory: Optimized Implementation of the Battle of the Sexes with Error Mitigation on NISQ Hardware

Paper • 2508.09050 • Published Aug 12, 2025 • 3

AI & ML interests

Recent Activity

Papers

Team members 12

MITCriticalData's activity

title: "MIT Critical Data: Global Projects"