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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

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

27 / 27 papers shown

Title
Foundation Models for Cross-Domain EEG Analysis Application: A Survey Hongqi Li Yitong Chen Yujuan Wang Weihang Ni Haodong Zhang 161 1 0 21 Aug 2025
Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution Luigi Sigillo Christian Bianchi A. Uncini Danilo Comminiello 381 1 0 01 May 2025
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 409 3 0 17 Feb 2025
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 278 5 0 13 Sep 2024
Hierarchical Hypercomplex Network for Multimodal Emotion RecognitionInternational Workshop on Machine Learning for Signal Processing (MLSP), 2024 Eleonora Lopez A. Uncini Danilo Comminiello 178 6 0 13 Sep 2024
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 MedIm DiffM 439 6 0 15 May 2024
Ship in Sight: Diffusion Models for Ship-Image Super Resolution Luigi Sigillo R. F. Gramaccioni Alessandro Nicolosi Danilo Comminiello 135 7 0 27 Mar 2024
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 475 69 0 12 Mar 2024
Brain-Conditional Multimodal Synthesis: A Survey and TaxonomyIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 408 14 0 31 Dec 2023
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction Honghao Fu Zhiqi Shen Jing Jih Chin Hao Wang DiffM 237 20 0 22 Dec 2023
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 221 39 0 25 Oct 2023
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 163 26 0 23 Oct 2023
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals Eleonora Lopez Eleonora Chiarantano Eleonora Grassucci Danilo Comminiello 148 20 0 11 Oct 2023
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models Matteo Ferrante T. Boccato S. Bargione N. Toschi DiffM 167 16 0 08 Sep 2023
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 281 34 0 27 Jul 2023
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals Yun-Hao Bai Xintao Wang Yanpei Cao Yixiao Ge Chun Yuan Ying Shan DiffM 187 78 0 29 Jun 2023
Cinematic Mindscapes: High-quality Video Reconstruction from Brain ActivityNeural Information Processing Systems (NeurIPS), 2023 Zijiao Chen Jiaxin Qing J. Zhou DiffM VGen 159 79 0 19 May 2023
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 185 36 0 17 May 2023
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 215 55 0 20 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 908 5,670 1 10 Feb 2023
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 173 51 0 02 Jan 2023
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 DiffM MedIm 314 198 0 13 Nov 2022
Decoding speech perception from non-invasive brain recordingsNature Machine Intelligence (Nat. Mach. Intell.), 2022 Alexandre Défossez Charlotte Caucheteux Jérémy Rapin Ori Kabeli J. King 217 194 0 25 Aug 2022
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 1.8K 20,684 0 20 Dec 2021
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features S. Palazzo C. Spampinato I. Kavasidis D. Giordano Joseph Schmidt M. Shah 301 147 0 25 Oct 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 1.0K 3,415 0 30 Oct 2016
Deep Learning Human Mind for Automated Visual Classification C. Spampinato S. Palazzo I. Kavasidis Daniela Giordano M. Shah Nasim Souly 251 269 0 01 Sep 2016

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

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