From voxels to pixels and back: Self-supervision in natural-image
reconstruction from fMRI

From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI

3 July 2019

Francesca Strappini

Papers citing "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"

16 / 16 papers shown

Title
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations Christos Zangos Danish Ebadulla Thomas C. Sprague Ambuj Singh 56 0 0 03 May 2025
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity Yizhuo Lu Changde Du Chong Wang Xuanliu Zhu Liuyun Jiang Xujin Li Huiguang He VGen 125 4 0 20 Feb 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities Zhibo Tian Ruijie Quan Fan Ma Kun Zhan Yi Yang 36 1 0 24 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
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 12 0 31 Dec 2024
The Wisdom of a Crowd of Brains: A Universal Brain Encoder Roman Beliy Navve Wasserman Amit Zalcher Michal Irani 38 2 0 18 Jun 2024
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jing Liu 78 31 0 27 Aug 2023
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion Yizhuo Lu Changde Du Dianpeng Wang Huiguang He DiffM 138 42 0 24 Mar 2023
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
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding Zijiao Chen Jiaxin Qing Tiange Xiang Wan Lin Yue J. Zhou DiffM MedIm 29 149 0 13 Nov 2022
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 124 87 0 30 Sep 2022
A Penny for Your (visual) Thoughts: Self-Supervised Reconstruction of Natural Movies from Brain Activity Ganit Kupershmidt Roman Beliy Guy Gaziv Michal Irani 16 18 0 07 Jun 2022
Cross-view Brain Decoding S. Oota Jashn Arora Manish Gupta R. Bapi 22 1 0 18 Apr 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 40 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
Neural Photofit: Gaze-based Mental Image Reconstruction Florian Strohm Ekta Sood Sven Mayer Philipp Muller Mihai Bâce Andreas Bulling DiffM CVBM 31 12 0 17 Aug 2021