MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

17 March 2024

Cesar Kadir Torrico Villanueva

Ashutosh Narang

Charan Santhirasegaran

Thomas Naselaris

Kenneth A. Norman

Tanishq Mathew Abraham

Papers citing "MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data"

10 / 10 papers shown

Title
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations Christos Zangos Danish Ebadulla Thomas C. Sprague Ambuj Singh 49 0 0 03 May 2025
Scaling laws for decoding images from brain activity Hubert J. Banville Yohann Benchetrit Stéphane DÁscoli Jérémy Rapin J. King MedIm 44 0 0 25 Jan 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities Zhibo Tian Ruijie Quan Fan Ma Kun Zhan Yi Yang 29 1 0 24 Jan 2025
MindSpeech: Continuous Imagined Speech Decoding using High-Density fNIRS and Prompt Tuning for Advanced Human-AI Interaction Suyi Zhang Ekram Alam Jack Baber Francesca Bianco Edward Turner Maysam Chamanzar Hamid Dehghani 23 0 0 25 Jul 2024
The Wisdom of a Crowd of Brains: A Universal Brain Encoder Roman Beliy Navve Wasserman Amit Zalcher Michal Irani 31 1 0 18 Jun 2024
Progress Towards Decoding Visual Imagery via fNIRS Michel Adamic Wellington Avelino Anna M. Brandenberger Bryan Chiang Hunter Davis ... Thomas Ribeiro Paul S. Scotti Michelle Wang Marley Xiong Jonathan Xu 21 0 0 11 Jun 2024
Reconstructing seen images from human brain activity via guided stochastic search Reese Kneeland Jordyn Ojeda Ghislain St-Yves Thomas Naselaris DiffM 22 3 0 30 Apr 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 247 4,186 0 30 Jan 2023
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 116 86 0 30 Sep 2022
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 104 79 0 13 Oct 2020