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1810.03856
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Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks
9 October 2018
R. V. Rullen
Leila Reddy
CVBM
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Papers citing
"Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks"
44 / 44 papers shown
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A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli
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Guohua Dong
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Xiaomin Ying
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20 Mar 2025
Scaling laws for decoding images from brain activity
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Yohann Benchetrit
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Jérémy Rapin
J. King
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25 Jan 2025
Double-Flow GAN model for the reconstruction of perceived faces from brain activities
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Jing Zhao
Xuetong Ding
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03 Jan 2025
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding
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Xuan-Bac Nguyen
Hugh Churchill
Arabinda Kumar Choudhary
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497
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20 Nov 2024
Connecting Dreams with Visual Brainstorming Instruction
Yasheng Sun
Bohan Li
Mingchen Zhuge
Deng-Ping Fan
Salman Khan
Fahad Shahbaz Khan
Hideki Koike
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180
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14 Aug 2024
Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding
Heng-Chiao Huang
Lin Zhao
Zihao Wu
Xiaowei Yu
Jing Zhang
Xiaoyan Cai
Dajiang Zhu
Tianming Liu
246
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0
17 Jun 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI
Inhwa Han
Jaayeon Lee
Jong Chul Ye
MedIm
AI4CE
214
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28 May 2024
MindBridge: A Cross-Subject Brain Decoding Framework
Shizun Wang
Songhua Liu
Zhenxiong Tan
Xinchao Wang
AI4CE
246
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11 Apr 2024
Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI
Hugo Caselles-Dupré
Charles Mellerio
Paul Hérent
Alizée Lopez-Persem
Benoit Béranger
Mathieu Soularue
Pierre Fautrel
Gauthier Vernier
Matthieu Cord
VGen
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DiffM
349
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08 Apr 2024
Modality-Agnostic fMRI Decoding of Vision and Language
Mitja Nikolaus
Milad Mozafari
Nicholas Asher
Leila Reddy
Rufin VanRullen
190
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18 Mar 2024
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model
Hongguang Pan
Zhuoyi Li
Yunpeng Fu
Xuebin Qin
Jianchen Hu
170
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11 Mar 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Weijian Mai
Jian Zhang
Pengfei Fang
Zhijun Zhang
469
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31 Dec 2023
Large-scale Foundation Models and Generative AI for BigData Neuroscience
Neurosciences research (Neurosci Res), 2023
Ran Wang
Zhe Sage Chen
MedIm
AI4CE
LRM
168
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27 Oct 2023
Brain decoding: toward real-time reconstruction of visual perception
International Conference on Learning Representations (ICLR), 2023
Yohann Benchetrit
Hubert J. Banville
Jean-Rémi King
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18 Oct 2023
Through their eyes: multi-subject Brain Decoding with simple alignment techniques
Matteo Ferrante
T. Boccato
N. Toschi
216
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01 Aug 2023
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI
IEEE Transactions on Medical Imaging (TMI), 2023
H. Bedel
Tolga Çukur
DiffM
MedIm
260
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18 Jul 2023
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding
Subhrasankar Chatterjee
D. Samanta
236
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16 Jun 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors
Neural Information Processing Systems (NeurIPS), 2023
Paul S. Scotti
Atmadeep Banerjee
J. Goode
Stepan Shabalin
A. Nguyen
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Nathalie Verlinde
Elad Yundler
David Weisberg
K. A. Norman
Tanishq Mathew Abraham
DiffM
415
191
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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
228
41
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19 May 2023
Natural scene reconstruction from fMRI signals using generative latent diffusion
Scientific Reports (Sci Rep), 2023
Furkan Ozcelik
Rufin VanRullen
DiffM
328
142
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09 Mar 2023
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli
Matteo Ferrante
T. Boccato
N. Toschi
DiffM
266
27
0
13 Dec 2022
Decoding natural image stimuli from fMRI data with a surface-based convolutional network
International Conference on Medical Imaging with Deep Learning (MIDL), 2022
Zijin Gu
K. Jamison
Amy Kuceyeski
M. Sabuncu
249
58
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05 Dec 2022
Mind Reader: Reconstructing complex images from brain activities
Neural Information Processing Systems (NeurIPS), 2022
Sikun Lin
Thomas C. Sprague
Ambuj K. Singh
DiffM
313
122
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30 Sep 2022
Modeling biological face recognition with deep convolutional neural networks
Journal of Cognitive Neuroscience (J Cogn Neurosci), 2022
Leonard E. van Dyck
W. Gruber
CVBM
145
12
0
13 Aug 2022
A Deep Generative Approach to Oversampling in Ptychography
Semih Barutcu
Aggelos K. Katsaggelos
Doùga Gursoy
96
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28 Jul 2022
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Pei-Chun Chang
Yan-Yu Tien
Chia-Lin Chen
Li-Fen Chen
Yong-Sheng Chen
Huiling Chan
DiffM
CVBM
MedIm
88
3
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03 Jul 2022
Comparing interpretation methods in mental state decoding analyses with deep learning models
A. Thomas
Christopher Ré
R. Poldrack
AI4CE
225
2
0
31 May 2022
BolT: Fused Window Transformers for fMRI Time Series Analysis
H. Bedel
Irmak Sivgin
Onat Dalmaz
S. Dar
Tolga Çukur
355
92
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23 May 2022
Compressive Ptychography using Deep Image and Generative Priors
Semih Barutcu
D. Gursoy
Aggelos K. Katsaggelos
185
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05 May 2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Furkan Ozcelik
Bhavin Choksi
Milad Mozafari
Leila Reddy
Rufin VanRullen
GAN
278
93
0
25 Feb 2022
Personalized visual encoding model construction with small data
Communications Biology (CB), 2022
Zijin Gu
K. Jamison
M. Sabuncu
Amy Kuceyeski
115
15
0
04 Feb 2022
Natural Image Reconstruction from fMRI using Deep Learning: A Survey
Zarina Rakhimberdina
Quentin Jodelet
Xin Liu
T. Murata
3DV
324
40
0
18 Oct 2021
Using Deep Learning for Visual Decoding and Reconstruction from Brain Activity: A Review
M. Horn
AI4CE
64
0
0
09 Aug 2021
SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network
Nazmul Karim
Nazanin Rahnavard
GAN
162
14
0
03 Jul 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
211
69
0
24 Jun 2021
More Real than Real: A Study on Human Visual Perception of Synthetic Faces
IEEE Signal Processing Magazine (IEEE SPM), 2021
Federica Lago
Cecilia Pasquini
Rainer Böhme
Hélene Dumont
V. Goffaux
G. Boato
CVBM
117
67
0
14 Jun 2021
NeuroGen: activation optimized image synthesis for discovery neuroscience
NeuroImage (NeuroImage), 2021
Zijin Gu
K. Jamison
Meenakshi Khosla
Emily J. Allen
Yihan Wu
Thomas Naselaris
Kendrick Norris Kay
M. Sabuncu
Amy Kuceyeski
DiffM
MedIm
113
37
0
15 May 2021
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN
Neural Information Processing Systems (NeurIPS), 2021
T. Fang
Yu Qi
Gang Pan
GAN
182
62
0
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Identifying the latent space geometry of network models through analysis of curvature
Social Science Research Network (SSRN), 2020
Shane Lubold
Arun G. Chandrasekhar
Tyler H. McCormick
456
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0
19 Dec 2020
Deep Learning and the Global Workspace Theory
Trends in Neurosciences (TINS), 2020
R. V. Rullen
Ryota Kanai
208
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04 Dec 2020
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN
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Milad Mozafari
Leila Reddy
R. V. Rullen
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191
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0
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DCNN-GAN: Reconstructing Realistic Image from fMRI
Yunfeng Lin
Jiang Li
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0
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