Search Results for author: Tuukka Ruotsalo

Found 6 papers, 4 papers with code

Query Augmentation by Decoding Semantics from Brain Signals

1 code implementation24 Feb 2024 Ziyi Ye, Jingtao Zhan, Qingyao Ai, Yiqun Liu, Maarten de Rijke, Christina Lioma, Tuukka Ruotsalo

If the quality of the initially retrieved documents is low, then the effectiveness of query augmentation would be limited as well.

Document Ranking

Language Generation from Brain Recordings

1 code implementation16 Nov 2023 Ziyi Ye, Qingyao Ai, Yiqun Liu, Maarten de Rijke, Min Zhang, Christina Lioma, Tuukka Ruotsalo

Inspired by recent research that revealed associations between the brain and the large computational language models, we propose a generative language BCI that utilizes the capacity of a large language model (LLM) jointly with a semantic brain decoder to directly generate language from functional magnetic resonance imaging (fMRI) input.

Language Modelling Large Language Model +2

Brain-Supervised Image Editing

no code implementations CVPR 2022 Keith M. Davis III, Carlos de la Torre-Ortiz, Tuukka Ruotsalo

Despite recent advances in deep neural models for semantic image editing, present approaches are dependent on explicit human input.

EEG Generative Adversarial Network

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