Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks

9 October 2018

Papers citing "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks"

17 / 17 papers shown

Title
Scaling laws for decoding images from brain activity Hubert J. Banville Yohann Benchetrit Stéphane DÁscoli Jérémy Rapin J. King MedIm 59 0 0 25 Jan 2025
Double-Flow GAN model for the reconstruction of perceived faces from brain activities Zihao Wang Jing Zhao Xuetong Ding Hui Zhang CVBM AI4CE 38 0 0 03 Jan 2025
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan Fahad Shahbaz Khan Hideki Koike DiffM 42 0 0 14 Aug 2024
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI H. Bedel Tolga Çukur DiffM MedIm 31 24 0 18 Jul 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 48 109 0 29 May 2023
Brain Captioning: Decoding human brain activity into images and text Matteo Ferrante Furkan Ozcelik T. Boccato R. V. Rullen N. Toschi DiffM 31 28 0 19 May 2023
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli Matteo Ferrante T. Boccato N. Toschi DiffM 33 21 0 13 Dec 2022
Decoding natural image stimuli from fMRI data with a surface-based convolutional network Zijin Gu K. Jamison Amy Kuceyeski M. Sabuncu 23 45 0 05 Dec 2022
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 124 87 0 30 Sep 2022
Comparing interpretation methods in mental state decoding analyses with deep learning models A. Thomas Christopher Ré R. Poldrack AI4CE 39 2 0 31 May 2022
BolT: Fused Window Transformers for fMRI Time Series Analysis H. Bedel Irmak Sivgin Onat Dalmaz S. Dar Tolga Çukur 59 54 0 23 May 2022
Compressive Ptychography using Deep Image and Generative Priors Semih Barutcu D. Gursoy Aggelos K. Katsaggelos 19 6 0 05 May 2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs Furkan Ozcelik Bhavin Choksi Milad Mozafari Leila Reddy Rufin VanRullen GAN 36 68 0 25 Feb 2022
Natural Image Reconstruction from fMRI using Deep Learning: A Survey Zarina Rakhimberdina Quentin Jodelet Xin Liu T. Murata 3DV 127 29 0 18 Oct 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 46 49 0 24 Jun 2021
NeuroGen: activation optimized image synthesis for discovery neuroscience Zijin Gu K. Jamison Meenakshi Khosla Emily J. Allen Yihan Wu Thomas Naselaris Kendrick Norris Kay M. Sabuncu Amy Kuceyeski DiffM MedIm 21 27 0 15 May 2021
Deep Learning and the Global Workspace Theory R. V. Rullen Ryota Kanai 45 66 0 04 Dec 2020