brain imaging

Flow-based Generative Models for Learning Manifold to Manifold Mappings AAAI 2021 Spot the Difference: Detection of Topological Changes via Geometric Alignment NeurIPS 2021 An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020 Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks CVPR 2020 Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification MIDL 2020 ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020 Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN NeurIPS 2020 Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization MIDL 2019 Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019 Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NeurIPS 2019 Dense Transformer Networks for Brain Electron Microscopy Image Segmentation IJCAI 2019 From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NeurIPS 2019 Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation MIDL 2019 Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) NeurIPS 2019 A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NeurIPS 2018 Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NeurIPS 2018 The Role of Syntax During Pronoun Resolution: Evidence from fMRI ACL 2018 Learning Neural Representations of Human Cognition across Many fMRI Studies NeurIPS 2017 Re-Inventing Speech — The Biological Way Interspeech 2017 Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging CVPR 2017 A Bayesian method for reducing bias in neural representational similarity analysis NeurIPS 2016 Learning brain regions via large-scale online structured sparse dictionary learning NeurIPS 2016 A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015 A Reduced-Dimension fMRI Shared Response Model NeurIPS 2015