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

17 September 2024

Eleonora Lopez

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

25 / 25 papers shown

Title
Quaternion Wavelet-Conditioned Diffusion Models for Image Super-Resolution Luigi Sigillo Christian Bianchi A. Uncini Danilo Comminiello 97 1 0 01 May 2025
PHemoNet: A Multimodal Network for Physiological Signals Eleonora Lopez A. Uncini Danilo Comminiello 101 1 0 13 Sep 2024
Hierarchical Hypercomplex Network for Multimodal Emotion Recognition Eleonora Lopez A. Uncini Danilo Comminiello 53 2 0 13 Sep 2024
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models Emilian Postolache Natalia Polouliakh Hiroaki Kitano Akima Connelly Emanuele Rodolà Luca Cosmo Taketo Akama MedIm DiffM 92 4 0 15 May 2024
Ship in Sight: Diffusion Models for Ship-Image Super Resolution Luigi Sigillo R. F. Gramaccioni Alessandro Nicolosi Danilo Comminiello 55 4 0 27 Mar 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li Chen Wei Shiying Li Jiachen Zou Quanying Liu DiffM 89 23 0 12 Mar 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 136 10 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 81 6 0 22 Dec 2023
Learning Robust Deep Visual Representations from EEG Brain Recordings Prajwal Singh Dwip Dalal Gautam Vashishtha KrishnaP Miyapuram Shanmuganathan Raman 70 21 0 25 Oct 2023
SyncFusion: Multimodal Onset-synchronized Video-to-Audio Foley Synthesis Marco Comunità R. F. Gramaccioni Emilian Postolache Emanuele Rodolà Danilo Comminiello Joshua D. Reiss DiffM 57 17 0 23 Oct 2023
Hypercomplex Multimodal Emotion Recognition from EEG and Peripheral Physiological Signals Eleonora Lopez Eleonora Chiarantano Eleonora Grassucci Danilo Comminiello 52 13 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 62 8 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 106 21 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 67 56 0 29 Jun 2023
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity Zijiao Chen Jiaxin Qing J. Zhou DiffM VGen 66 59 0 19 May 2023
Controllable Mind Visual Diffusion Model Bo-Wen Zeng Shanglin Li Xuhui Liu Sicheng Gao Xiaolong Jiang Xu Tang Feng-Long Xie Jianzhuang Liu Baochang Zhang DiffM 51 25 0 17 May 2023
EEG2IMAGE: Image Reconstruction from EEG Brain Signals Prajwal Singh Pankaja Pandey Krishna P. Miyapuram Shanmuganathan Raman 58 35 0 20 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 182 4,168 1 10 Feb 2023
Towards Voice Reconstruction from EEG during Imagined Speech Young-Eun Lee Seo-Hyun Lee Sang-Ho Kim Seong-Whan Lee 57 38 0 02 Jan 2023
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 91 155 0 13 Nov 2022
Decoding speech perception from non-invasive brain recordings Alexandre Défossez Charlotte Caucheteux Jérémy Rapin Ori Kabeli J. King 91 134 0 25 Aug 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 493 15,734 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 167 116 0 25 Oct 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 440 3,215 0 30 Oct 2016
Deep Learning Human Mind for Automated Visual Classification C. Spampinato S. Palazzo I. Kavasidis Daniela Giordano M. Shah Nasim Souly 84 227 0 01 Sep 2016