Projects Publications

Peacs: Prefix encoding for auditory caption synthesis
T Schaumlöffel, MG Vilas, G Roig
In the Proceedings of Detection Classification Acoust. Scenes Events Challenge, 1-3 (2023)

Analyzing Vision Transformers for Image Classification in Class Embedding Space
MG Vilas, T Schaumlöffel, G Roig
In the Proceeding of NeurIPS (2023)

Joint processing of linguistic properties in brains and language models
SR Oota, M Gupta, M Toneva
In Proceedings of NeurIPS (2023)

Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play
T Schaumlöffel, A Aubret, G Roig, J Triesch (* shared first authorship)
IEEE International Conference on Development and Learning (2023) (ICDL)

Background Publications

Traces of meaning itself: Encoding distributional word vectors in brain activity
J Sassenhagen, CJ Fiebach
Neurobiology of Language (2022)

Net2Brain: A Toolbox to compare artificial vision models with human brain responses. Conference on Cognitive computational Neuroscience
D Bersch, K Dwivedi, M Vilas, RM Cichy, G Roig
arXiv (2022)

Combining computational controls with natural text reveals aspects of meaning composition
M Toneva, T Mitchell, L Wehbe
Nature Computational Science (2022)

Unveiling functions of the visual cortex using task-specific deep neural networks
K Dwivedi, MF Bonner, RM Cichy, G Roig
PLoS Computational Biology (2021)

Unraveling representations in scene-selective brain regions using scene-parsing deep neural networks
K Dwivedi, RM Cichy, G Roig
Journal of Cognitive Neuroscience (2021)

Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
M Toneva, L Wehbe
In Proceedings of NeurIPS (2019)

Inducing brain-relevant bias in natural language processing models
D Schwartz, M Toneva, L Wehbe
In Proceedings of NeurIPS (2019)