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Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models
v1v2 (latest)

Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
17 September 2024
Eleonora Lopez
Luigi Sigillo
Federica Colonnese
Massimo Panella
Danilo Comminiello
    DiffM
ArXiv (abs)PDFHTML

Papers citing "Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models"

27 / 27 papers shown
Foundation Models for Cross-Domain EEG Analysis Application: A Survey
Foundation Models for Cross-Domain EEG Analysis Application: A Survey
Hongqi Li
Yitong Chen
Yujuan Wang
Weihang Ni
Haodong Zhang
196
2
0
21 Aug 2025
Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution
Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution
Luigi Sigillo
Christian Bianchi
A. Uncini
Danilo Comminiello
427
1
0
01 May 2025
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond
Shreya Shukla
Jose Torres
Akshaj Murhekar
Christina Liu
Abhijit Mishra
Jacek Gwizdka
Shounak Roychowdhury
488
3
0
17 Feb 2025
PHemoNet: A Multimodal Network for Physiological Signals
PHemoNet: A Multimodal Network for Physiological SignalsInternational Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (SILBT), 2024
Eleonora Lopez
A. Uncini
Danilo Comminiello
300
6
0
13 Sep 2024
Hierarchical Hypercomplex Network for Multimodal Emotion Recognition
Hierarchical Hypercomplex Network for Multimodal Emotion RecognitionInternational Workshop on Machine Learning for Signal Processing (MLSP), 2024
Eleonora Lopez
A. Uncini
Danilo Comminiello
188
7
0
13 Sep 2024
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models
Naturalistic Music Decoding from EEG Data via Latent Diffusion ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Emilian Postolache
Natalia Polouliakh
Hiroaki Kitano
Akima Connelly
Emanuele Rodolà
Luca Cosmo
Taketo Akama
MedImDiffM
474
6
0
15 May 2024
Ship in Sight: Diffusion Models for Ship-Image Super Resolution
Ship in Sight: Diffusion Models for Ship-Image Super Resolution
Luigi Sigillo
R. F. Gramaccioni
Alessandro Nicolosi
Danilo Comminiello
173
7
0
27 Mar 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided
  Diffusion
Visual Decoding and Reconstruction via EEG Embeddings with Guided DiffusionNeural Information Processing Systems (NeurIPS), 2024
Dongyang Li
Chen Wei
Shiying Li
Jiachen Zou
Quanying Liu
DiffM
541
69
0
12 Mar 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
Brain-Conditional Multimodal Synthesis: A Survey and TaxonomyIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Weijian Mai
Jian Zhang
Pengfei Fang
Zhijun Zhang
465
14
0
31 Dec 2023
BrainVis: Exploring the Bridge between Brain and Visual Signals via
  Image Reconstruction
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction
Honghao Fu
Zhiqi Shen
Jing Jih Chin
Hao Wang
DiffM
245
20
0
22 Dec 2023
Learning Robust Deep Visual Representations from EEG Brain Recordings
Learning Robust Deep Visual Representations from EEG Brain RecordingsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Prajwal Singh
Dwip Dalal
Gautam Vashishtha
KrishnaP Miyapuram
Shanmuganathan Raman
241
41
0
25 Oct 2023
SyncFusion: Multimodal Onset-synchronized Video-to-Audio Foley Synthesis
SyncFusion: Multimodal Onset-synchronized Video-to-Audio Foley SynthesisIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Marco Comunità
R. F. Gramaccioni
Emilian Postolache
Emanuele Rodolà
Danilo Comminiello
Joshua D. Reiss
DiffM
183
29
0
23 Oct 2023
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral
  Physiological Signals
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals
Eleonora Lopez
Eleonora Chiarantano
Eleonora Grassucci
Danilo Comminiello
160
20
0
11 Oct 2023
Decoding visual brain representations from electroencephalography
  through Knowledge Distillation and latent diffusion models
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models
Matteo Ferrante
T. Boccato
S. Bargione
N. Toschi
DiffM
190
16
0
08 Sep 2023
Seeing through the Brain: Image Reconstruction of Visual Perception from
  Human Brain Signals
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals
Yu-Ting Lan
Kan Ren
Yansen Wang
Wei-Long Zheng
Dongsheng Li
Bao-Liang Lu
Lili Qiu
DiffM
311
34
0
27 Jul 2023
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals
Yun-Hao Bai
Xintao Wang
Yanpei Cao
Yixiao Ge
Chun Yuan
Ying Shan
DiffM
208
78
0
29 Jun 2023
Cinematic Mindscapes: High-quality Video Reconstruction from Brain
  Activity
Cinematic Mindscapes: High-quality Video Reconstruction from Brain ActivityNeural Information Processing Systems (NeurIPS), 2023
Zijiao Chen
Jiaxin Qing
J. Zhou
DiffMVGen
171
81
0
19 May 2023
Controllable Mind Visual Diffusion Model
Controllable Mind Visual Diffusion ModelAAAI Conference on Artificial Intelligence (AAAI), 2023
Bo-Wen Zeng
Shanglin Li
Xuhui Liu
Sicheng Gao
Xiaolong Jiang
Xu Tang
Feng-Long Xie
Jianzhuang Liu
Baochang Zhang
DiffM
223
37
0
17 May 2023
EEG2IMAGE: Image Reconstruction from EEG Brain Signals
EEG2IMAGE: Image Reconstruction from EEG Brain SignalsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Prajwal Singh
Pankaja Pandey
Krishna P. Miyapuram
Shanmuganathan Raman
242
56
0
20 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models
Adding Conditional Control to Text-to-Image Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023
Lvmin Zhang
Anyi Rao
Maneesh Agrawala
AI4CE
936
5,799
1
10 Feb 2023
Towards Voice Reconstruction from EEG during Imagined Speech
Towards Voice Reconstruction from EEG during Imagined SpeechAAAI Conference on Artificial Intelligence (AAAI), 2023
Young-Eun Lee
Seo-Hyun Lee
Sang-Ho Kim
Seong-Whan Lee
200
51
0
02 Jan 2023
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked
  Modeling for Vision Decoding
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision DecodingComputer Vision and Pattern Recognition (CVPR), 2022
Zijiao Chen
Jiaxin Qing
Tiange Xiang
Wan Lin Yue
J. Zhou
DiffMMedIm
336
200
0
13 Nov 2022
Decoding speech perception from non-invasive brain recordings
Decoding speech perception from non-invasive brain recordingsNature Machine Intelligence (Nat. Mach. Intell.), 2022
Alexandre Défossez
Charlotte Caucheteux
Jérémy Rapin
Ori Kabeli
J. King
237
197
0
25 Aug 2022
High-Resolution Image Synthesis with Latent Diffusion Models
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021
Robin Rombach
A. Blattmann
Dominik Lorenz
Patrick Esser
Bjorn Ommer
DiffM
2.9K
21,096
0
20 Dec 2021
Decoding Brain Representations by Multimodal Learning of Neural Activity
  and Visual Features
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features
S. Palazzo
C. Spampinato
I. Kavasidis
D. Giordano
Joseph Schmidt
M. Shah
318
150
0
25 Oct 2018
Conditional Image Synthesis With Auxiliary Classifier GANs
Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena
C. Olah
Jonathon Shlens
GAN
1.1K
3,431
0
30 Oct 2016
Deep Learning Human Mind for Automated Visual Classification
Deep Learning Human Mind for Automated Visual Classification
C. Spampinato
S. Palazzo
I. Kavasidis
Daniela Giordano
M. Shah
Nasim Souly
276
271
0
01 Sep 2016
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