brain imaging

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis WACV 2026 Predicting Task fMRI Contrasts from Resting-State fMRI Using Sparse 3D Convolutions WACV 2026 Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior ICLR 2025 Finding Shared Decodable Concepts and their Negations in the Brain ICLR 2025 MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration MIDL 2025 MultiMorph: On-demand Atlas Construction CVPR 2025 Multipath parsing in the brain ACL 2024 Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images NeurIPS 2023 Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain AAAI 2023 Explainable Brain Age Prediction using coVariance Neural Networks NeurIPS 2023 Generalizing Unsupervised Anomaly Detection: Towards Unbiased Pathology Screening MIDL 2023 Joint cortical registration of geometry and function using semi-supervised learning MIDL 2023 Neural Integro-Differential Equations AAAI 2023 SwiFT: Swin 4D fMRI Transformer NeurIPS 2023 The ToMCAT Dataset NeurIPS 2023 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Geo-SIC: Learning Deformable Geometric Shapes in Deep Image Classifiers NeurIPS 2022 Neural Language Models are not Born Equal to Fit Brain Data, but Training Helps ICML 2022 Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022 TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces MIDL 2022 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022 CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021 Coreference-aware Surprisal Predicts Brain Response EMNLP 2021 CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction NeurIPS 2021 Deep Generative Analysis for Task-Based Functional MRI Experiments MLHC 2021