conftrace_

brain imaging

60 papers

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Co-occurring keywords

medical imaging (971) fmri analysis (61) image registration (183) functional magnetic resonance imaging (42) functional mri (12) variational autoencoder (1288) bayesian inference (1907) generative adversarial network (1944) neural network (6616) cortical surface reconstruction (8)

Papers

ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NIPS 2020
Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN NIPS 2020
Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification MIDL 2020
An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks CVPR 2020
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation IJCAI 2019
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization MIDL 2019
Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex NIPS 2019
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NIPS 2019
Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation MIDL 2019
Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NIPS 2018
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NIPS 2018
The Role of Syntax During Pronoun Resolution: Evidence from fMRI ACL 2018
Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging CVPR 2017
Learning Neural Representations of Human Cognition across Many fMRI Studies NIPS 2017
Re-Inventing Speech — The Biological Way INTERSPEECH 2017
Learning brain regions via large-scale online structured sparse dictionary learning NIPS 2016
A Bayesian method for reducing bias in neural representational similarity analysis NIPS 2016
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer ICCV 2015
A Reduced-Dimension fMRI Shared Response Model NIPS 2015
Statistical Inference Models for Image Datasets With Systematic Variations CVPR 2015
On Statistical Analysis of Neuroimages With Imperfect Registration ICCV 2015
Exploring the Mind: Integrating Questionnaires and fMRI ICML 2013