Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs

25 February 2022

Papers citing "Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs"

39 / 39 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
SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding Juhyeon Park P. Y. Kim Jiook Cha Shinjae Yoo Taesup Moon 53 0 0 09 Mar 2025
A Survey of fMRI to Image Reconstruction Weiyu Guo Guoying Sun Jianxiang He Tong Shao Shaoguang Wang Ziyang Chen Meisheng Hong Ying Sun Hui Xiong 46 1 0 24 Feb 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
Scaling laws for decoding images from brain activity Hubert J. Banville Yohann Benchetrit Stéphane DÁscoli Jérémy Rapin J. King MedIm 52 0 0 25 Jan 2025
Optimized two-stage AI-based Neural Decoding for Enhanced Visual Stimulus Reconstruction from fMRI Data Lorenzo Veronese Andrea Moglia Luca Mainardi Pietro Cerveri DiffM 66 0 0 17 Dec 2024
COBRA: A Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Arabinda Kumar Choudhary Pawan Sinha Xin Li Khoa Luu CLL 76 0 0 25 Nov 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? David Mayo Christopher Wang Asa Harbin Abdulrahman Alabdulkareem Albert Eaton Shaw Boris Katz Andrei Barbu DiffM 49 0 0 05 Nov 2024
Graded Suspiciousness of Adversarial Texts to Human Shakila Mahjabin Tonni Pedro Faustini Mark Dras AAML 25 0 0 06 Oct 2024
Decoding the Echoes of Vision from fMRI: Memory Disentangling for Past Semantic Information Runze Xia Congchi Yin Piji Li 26 0 0 30 Sep 2024
A multimodal LLM for the non-invasive decoding of spoken text from brain recordings Youssef Hmamouche Ismail Chihab Lahoucine Kdouri Amal El Fallah Seghrouchni 41 2 0 29 Sep 2024
Looking through the mind's eye via multimodal encoder-decoder networks Arman Afrasiyabi E. L. Busch Rahul Singh Dhananjay Bhaskar Laurent Caplette Nicholas Turk-Browne Smita Krishnaswamy 32 0 0 27 Sep 2024
Latent Representation Learning for Multimodal Brain Activity Translation Arman Afrasiyabi Dhananjay Bhaskar E. L. Busch Laurent Caplette Rahul Singh Guillaume Lajoie Nicholas B. Turk-Browne Smita Krishnaswamy Mamba 22 2 0 27 Sep 2024
LLM4Brain: Training a Large Language Model for Brain Video Understanding Ruizhe Zheng Lichao Sun 29 0 0 26 Sep 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI Inhwa Han Jaayeon Lee Jong Chul Ye MedIm AI4CE 36 0 0 28 May 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 56 25 0 11 Apr 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 48 35 0 17 Mar 2024
See Through Their Minds: Learning Transferable Neural Representation from Cross-Subject fMRI Yulong Liu Yongqiang Ma Guibo Zhu Haodong Jing Nanning Zheng 26 4 0 11 Mar 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 42 1 0 21 Feb 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 54 9 0 31 Dec 2023
MinD-3D: Reconstruct High-quality 3D objects in Human Brain Jianxiong Gao Yu Fu Yun Wang Xuelin Qian Jianfeng Feng Yanwei Fu DiffM 25 6 0 12 Dec 2023
DREAM: Visual Decoding from Reversing Human Visual System Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 21 30 0 03 Oct 2023
Decoding Realistic Images from Brain Activity with Contrastive Self-supervision and Latent Diffusion Jingyuan Sun Mingxiao Li Marie-Francine Moens DiffM 39 6 0 30 Sep 2023
MindGPT: Interpreting What You See with Non-invasive Brain Recordings Jiaxuan Chen Yu Qi Yueming Wang Gang Pan 35 6 0 27 Sep 2023
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models Matteo Ferrante T. Boccato S. Bargione N. Toschi DiffM 33 7 0 08 Sep 2023
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals Yun-Hao Bai Xintao Wang Yanpei Cao Yixiao Ge Chun Yuan Ying Shan DiffM 30 51 0 29 Jun 2023
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding Subhrasankar Chatterjee D. Samanta 44 4 0 16 Jun 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 39 106 0 29 May 2023
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities Jingyuan Sun Mingxiao Li Zijiao Chen Yunhao Zhang Shaonan Wang Marie-Francine Moens DiffM 45 30 0 26 May 2023
Brain Captioning: Decoding human brain activity into images and text Matteo Ferrante Furkan Ozcelik T. Boccato R. V. Rullen N. Toschi DiffM 28 26 0 19 May 2023
Controllable Mind Visual Diffusion Model Bo-Wen Zeng Shanglin Li Xuhui Liu Sicheng Gao Xiaolong Jiang Xu Tang Yao Hu Jianzhuang Liu Baochang Zhang DiffM 25 24 0 17 May 2023
Joint fMRI Decoding and Encoding with Latent Embedding Alignment Xuelin Qian Yikai Wang Yanwei Fu Xinwei Sun Xiangyang Xue Jianfeng Feng 60 6 0 26 Mar 2023
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion Yizhuo Lu Changde Du Dianpeng Wang Huiguang He DiffM 138 40 0 24 Mar 2023
Natural scene reconstruction from fMRI signals using generative latent diffusion Furkan Ozcelik Rufin VanRullen DiffM 102 78 0 09 Mar 2023
BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding Yulong Liu Yongqiang Ma Wei Zhou Guibo Zhu Nanning Zheng VLM 30 34 0 25 Feb 2023
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli Matteo Ferrante T. Boccato N. Toschi DiffM 30 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 44 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 27 146 0 13 Nov 2022
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 209 133 0 10 Sep 2021