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GR

Gemma Roig

PI · Goethe Frankfurt

hessian.AIRAI
Machine learningPattern recognition (psychology)Computer visionArtificial neural networkBrain activity and meditationDomain (mathematical analysis)
10
papers in the register
136
works on openalex
23
h-index
2,510
citations
37
i10-index
sourced · openalex bibliometrics

papers in the register

  1. Investigating the temporal dynamics and modeling of mid-level feature representations in humans
    Imaging Neuroscience · 2026
    Computer scienceArtificial intelligenceConvolutional neural networkPattern recognition (psychology)
  2. Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
    2025
    TransformerComputer scienceUnsupervised learningArtificial intelligence
  3. UIDAPLE: Unsupervised Incremental Domain Adaptation through Adaptive Prompt Learning
    2025
    Domain adaptationComputer scienceAdaptation (eye)Unsupervised learning
  4. Net2Brain: a toolbox to compare artificial vision models with human brain responses
    Frontiers in Neuroinformatics · 2025
    Computer scienceToolboxPython (programming language)Artificial intelligence
  5. BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation
    bioRxiv (Cold Spring Harbor Laboratory) · 2024
    Computer scienceImage (mathematics)DiffusionArtificial intelligence
  6. Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
    2024
    GeneralizationComputer scienceDomain (mathematical analysis)Class (philosophy)
  7. Learning Object Semantic Similarity with Self-Supervision
    2024
    Computer scienceSemantic similaritySimilarity (geometry)Object (grammar)
  8. One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment
    bioRxiv (Cold Spring Harbor Laboratory) · 2024
    Computer scienceBenchmarkingArtificial intelligenceTask (project management)
  9. Visual features are processed before navigational affordances in the human brain
    Scientific Reports · 2024
    AffordanceComputer scienceArtificial intelligenceOperationalization
  10. Evaluating Medical Image Segmentation Models Using Augmentation
    Tomography · 2024
    SegmentationComputer scienceGround truthScale-space segmentation

Profile built from publicly available sources (OpenAlex, arXiv; origin per Art. 14 GDPR). Corrections or removal · aisr@hessian.ai