Gemma Roig

Goethe University Frankfurt — Germany

Computer Science · Physical Sciences

22h-index2.3kcitations136works3.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Visual Attention and Saliency Detection(23), Domain Adaptation and Few-Shot Learning(21), Advanced Image and Video Retrieval Techniques(20), Face Recognition and Perception(17), Visual perception and processing mechanisms(16)

Publications136 total

The Representational Alignment between Humans and Language Models is implicitly driven by a Concreteness Effect
arXiv (Cornell University)·2025Open Access
Net2Brain: a toolbox to compare artificial vision models with human brain responses
Frontiers in Neuroinformatics·2025· 1 citedOpen Access
Follow the MEP: Scalable Neural Representations for Minimum-Energy Path Discovery in Molecular Systems
arXiv (Cornell University)·2025Open Access
Investigating the temporal dynamics and modelling of mid-level feature representations in humans
2025· 1 citedOpen Access
UIDAPLE: Unsupervised Incremental Domain Adaptation through Adaptive Prompt Learning
2025
On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process
2025· 2 cited
Human Gaze Boosts Object-Centered Representation Learning
arXiv (Cornell University)·2025Open Access
Analysing the impact of brain-inspired predictive coding dynamics through gradient based explainability methods
2025Open Access
Limited but Consistent Gains in Adversarial Robustness by Co-training Object Recognition Models with Human EEG
Lecture notes in computer science·2025
Predictive Coding Dynamics Enhance Model-Brain Similarity
2025Open Access
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers
arXiv (Cornell University)·2025Open Access
The Algonauts Project 2025 Challenge: How the Human Brain Makes Sense of Multimodal Movies
arXiv (Cornell University)·2024· 8 citedOpen Access
Evaluating Medical Image Segmentation Models Using Augmentation
Tomography·2024Open Access
Generative adversarial collaborations: a new model of scientific discourse
Trends in Cognitive Sciences·2024· 7 citedOpen Access
On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process
arXiv (Cornell University)·2024Open Access
One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment
2024· 3 citedOpen Access
BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation
2024Open Access
Modeling short visual events through the BOLD moments video fMRI dataset and metadata
Nature Communications·2024· 30 citedOpen Access
EMOKINE: A software package and computational framework for scaling up the creation of highly controlled emotional full-body movement datasets
Behavior Research Methods·2024· 5 citedOpen Access
Learning Object Semantic Similarity with Self-Supervision
2024
page 1 of 7Next →

Frequent Co-authors

Xavier Boix(14), Kshitij Dwivedi(12), Radoslaw Martin Cichy(11), Luc Van Gool(9), I. de Zarzà(7), J. de Curtò(7), Carlos T. Calafate(7), Alessandro T. Gifford(5), Aude Oliva(5), Dorien Herremans(5), Michael Van den Bergh(4), Tomaso Poggio(4), Monika Graumann(4), Biplab Banerjee(4), Benjamin Lahner(4), Alex Lascelles(4), Sayan Rakshit(3), Subhasis Chaudhuri(3), Polina Iamshchinina(3), N. Apurva Ratan Murty(3)