Brain Captioning: Decoding human brain activity into images and text

19 May 2023

Papers citing "Brain Captioning: Decoding human brain activity into images and text"

20 / 20 papers shown

Title
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli Pengyu Liu Guohua Dong D. Guo Kun Li Fengling Li Xun Yang Meng Wang Xiaomin Ying AI4CE 41 0 0 20 Mar 2025
From Eye to Mind: brain2text Decoding Reveals the Neural Mechanisms of Visual Semantic Processing Feihan Feng Jingxin Nie 37 0 0 15 Mar 2025
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing Yang Xiao Wang Lu Jie Ji Ruimeng Ye Gen Li Xiaolong Ma Bo Hui OT 45 0 0 09 Mar 2025
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding Weikang Qiu Zheng Huang Haoyu Hu Aosong Feng Yujun Yan Rex Ying 43 0 0 18 Feb 2025
Decoding fMRI Data into Captions using Prefix Language Modeling Vyacheslav Shen Kassymzhomart Kunanbayev Dae-Shik Kim 28 0 0 07 Jan 2025
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers Andrew F. Luo Jacob Yeung Rushikesh Zawar Shaurya Dewan Margaret M. Henderson Leila Wehbe Michael J. Tarr 21 3 0 07 Oct 2024
LLM4Brain: Training a Large Language Model for Brain Video Understanding Ruizhe Zheng Lichao Sun 21 0 0 26 Sep 2024
BrainDecoder: Style-Based Visual Decoding of EEG Signals Minsuk Choi Hiroshi Ishikawa 16 0 0 09 Sep 2024
UMBRAE: Unified Multimodal Brain Decoding Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 32 6 0 10 Apr 2024
NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation Jingyang Huo Yikai Wang Xuelin Qian Yun Wang Chong Li Jianfeng Feng Yanwei Fu DiffM MedIm 37 8 0 27 Mar 2024
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data Paul S. Scotti Mihir Tripathy Cesar Kadir Torrico Villanueva Reese Kneeland Tong Chen ... Charan Santhirasegaran Jonathan Xu Thomas Naselaris Kenneth A. Norman Tanishq Mathew Abraham 32 35 0 17 Mar 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 37 9 0 31 Dec 2023
Large-scale Foundation Models and Generative AI for BigData Neuroscience Ran Wang Zhe Sage Chen MedIm AI4CE LRM 16 7 0 27 Oct 2023
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity Andrew F. Luo Margaret M. Henderson Michael J. Tarr Brian Karrer 21 15 0 06 Oct 2023
DREAM: Visual Decoding from Reversing Human Visual System Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 10 30 0 03 Oct 2023
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models Matteo Ferrante T. Boccato S. Bargione N. Toschi DiffM 14 7 0 08 Sep 2023
Through their eyes: multi-subject Brain Decoding with simple alignment techniques Matteo Ferrante T. Boccato N. Toschi 25 14 0 01 Aug 2023
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs Yu Takagi Shinji Nishimoto AI4CE DiffM 19 21 0 20 Jun 2023
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 116 86 0 30 Sep 2022
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 199 132 0 10 Sep 2021