DreamDiffusion: Generating High-Quality Images from Brain EEG Signals

29 June 2023

Ying Shan

Papers citing "DreamDiffusion: Generating High-Quality Images from Brain EEG Signals"

32 / 32 papers shown

Title
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng S. Chen Jiale Zhou Lei Li DiffM 36 0 0 16 Apr 2025
Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces J. Wang Weishan Ye Jialin He Li Zhang G. Huang Zhuliang Yu Zhen Liang 80 0 0 26 Feb 2025
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond Shreya Shukla Jose Torres Abhijit Mishra Jacek Gwizdka Shounak Roychowdhury 45 0 0 20 Feb 2025
Dynamic Neural Communication: Convergence of Computer Vision and Brain-Computer Interface Ji-Ha Park Seo-Hyun Lee Soowon Kim Seong-Whan Lee 29 0 0 14 Nov 2024
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior Xin Xiang Wenhui Zhou Guojun Dai DiffM 31 0 0 28 Oct 2024
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation Chengyue Wu Xiaokang Chen Z. F. Wu Yiyang Ma Xingchao Liu ... Wen Liu Zhenda Xie Xingkai Yu Chong Ruan Ping Luo AI4TS 60 74 0 17 Oct 2024
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) Abhijit Mishra Shreya Shukla Jose Torres Jacek Gwizdka Shounak Roychowdhury 48 4 0 10 Oct 2024
A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications Pengfei Wang Huanran Zheng Silong Dai Yiqiao Wang Xiaotian Gu Yuanbin Wu Xiaoling Wang SyDa AI4TS 45 3 0 26 Sep 2024
BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance Ling Wang Chen Wu Lin Wang DiffM 36 0 0 21 Sep 2024
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models Eleonora Lopez Luigi Sigillo Federica Colonnese Massimo Panella Danilo Comminiello DiffM 41 1 0 17 Sep 2024
BrainDecoder: Style-Based Visual Decoding of EEG Signals Minsuk Choi Hiroshi Ishikawa 23 0 0 09 Sep 2024
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan F. Khan Hideki Koike DiffM 42 0 0 14 Aug 2024
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency Hongzhou Chen Lianghua He Yihang Liu Longzhen Yang 41 1 0 13 Aug 2024
You Only Acquire Sparse-channel (YOAS): A Unified Framework for Dense-channel EEG Generation Hongyu Chen Weiming Zeng Luhui Cai Lei Wang Jia Lu Yueyang Li Hongjie Yan W. Siok Nizhuan Wang 32 3 0 21 Jun 2024
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition Yihang Dong Xuhang Chen Yanyan Shen Michael Kwok-Po Ng Tao Qian Shuqiang Wang 35 6 0 28 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 6 0 27 May 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 35 2 0 15 May 2024
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models Haojun Sun Chen Tang Zhi Wang Yuan Meng Jingyan Jiang Xinzhu Ma Wenwu Zhu MQ 39 5 0 15 Apr 2024
Alljoined1 -- A dataset for EEG-to-Image decoding Jonathan Xu Bruno Aristimunha Max Emanuel Feucht Emma Qian Charles Liu ... Paula Perdomo Ricky Renfeng Mao Yashvir Sabharwal Michael Ahedor Moaz Shoura Adrian Nestor 28 2 0 08 Apr 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 72 35 0 07 Mar 2024
NeuSpeech: Decode Neural signal as Speech Yiqian Yang Yiqun Duan Qiang Zhang Hyejeong Jo Jinni Zhou Won Hee Lee Renjing Xu Hui Xiong 35 3 0 04 Mar 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder Jiaqi Wang Zhenxi Song Zhengyu Ma Xipeng Qiu Min Zhang Zhiguo Zhang 36 5 0 27 Feb 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 54 9 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 29 5 0 22 Dec 2023
ViT-Lens: Towards Omni-modal Representations Weixian Lei Yixiao Ge Kun Yi Jianfeng Zhang Difei Gao Dylan Sun Yuying Ge Ying Shan Mike Zheng Shou 21 18 0 27 Nov 2023
On the recognition of the game type based on physiological signals and eye tracking Lukasz Czekaj Lukasz Radzinski Mateusz Kolimaga Jakub Domaszewicz Robert Kitłowski Mariusz Szwoch Wlodzislaw Duch 8 0 0 26 Oct 2023
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models Matteo Ferrante T. Boccato S. Bargione N. Toschi DiffM 27 7 0 08 Sep 2023
Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification Yiqian Yang Zhengqiao Zhao Qian Wang Yan Yang Jingdong Chen 35 0 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 26 19 0 27 Jul 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 308 7,443 0 11 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 294 10,354 0 12 Dec 2018