brain encoding

BrainLMM: A Label-Free Framework for Mapping Multi-Semantic Representation in the Human Visual Cortex AAAI 2026 Encoding and Decoding Language in the Brain with Language Models EACL 2026 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025 Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain) ICLR 2025 Quantifying Semantic Functional Specialization in the Brain Using Encoding Models of Natural Language NAACL 2025 SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour ICLR 2025 A Convolutional Neural Network Interpretable Framework for Human Ventral Visual Pathway Representation AAAI 2024 Brain Decodes Deep Nets CVPR 2024 Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond ACL 2024 Speech language models lack important brain-relevant semantics ACL 2024 Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024 Brain encoding models based on multimodal transformers can transfer across language and vision NeurIPS 2023 How does the brain process syntactic structure while listening? ACL 2023 MEG Encoding using Word Context Semantics in Listening Stories Interspeech 2023 Scaling laws for language encoding models in fMRI NeurIPS 2023 Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? Interspeech 2023 Attention weights accurately predict language representations in the brain EMNLP 2022 Convergent Representations of Computer Programs in Human and Artificial Neural Networks NeurIPS 2022 Hierarchical Processing of Visual and Language Information in the Brain AACL 2022 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022 Visio-Linguistic Brain Encoding COLING 2022 Can fMRI reveal the representation of syntactic structure in the brain? NeurIPS 2021 When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding IJCAI 2021 Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NeurIPS 2020