Shinji Nishimoto
4 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
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Research topics
Keywords
brain-computer interface
(2)
brain activity
(2)
functional magnetic resonance imaging
(2)
cross-domain learning
(1)
multimodal learning
(1)
image reconstruction
(1)
semantic representation
(1)
feature representation
(1)
brain encoding
(1)
convolutional neural network
(1)
stable diffusion
(1)
latent diffusion model
(1)
large language model
(1)
fmri analysis
(1)
brain-mediated learning
(1)
neural decoding
(1)
transfer learning
(1)
Papers
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models
EMNLP 2024
High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity
CVPR 2023
Brain-Mediated Transfer Learning of Convolutional Neural Networks
AAAI 2020
Generating Natural Language Descriptions for Semantic Representations of Human Brain Activity
ACL 2016