brain activity

Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025 Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025 The Brain’s Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning ICML 2025 Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking NeurIPS 2024 BrainLM: A foundation model for brain activity recordings ICLR 2024 MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024 Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models ACL 2024 Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024 Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity ICML 2024 Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024 Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity NeurIPS 2023 Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023 High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023 Connectome-constrained Latent Variable Model of Whole-Brain Neural Activity ICLR 2022 Same Cause; Different Effects in the Brain CLeaR 2022 Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021 Conditional Generative Neural Decoding with Structured CNN Feature Prediction AAAI 2020 From Language to Language-ish: How Brain-Like is an LSTM’s Representation of Nonsensical Language Stimuli? EMNLP 2020 Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation Interspeech 2020 Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NeurIPS 2019 Modeling Brain Activity Associated with Pronoun Resolution in English and Chinese NAACL 2018 A Simple and Provable Algorithm for Sparse Diagonal CCA ICML 2016 Bayesian Graphical Models for Multivariate Functional Data JMLR 2016 Multiresolution Gaussian Processes NeurIPS 2012 Brain covariance selection: better individual functional connectivity models using population prior NeurIPS 2010