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Visual Decoding and Reconstruction via EEG Embeddings with Guided
  Diffusion
v1v2v3v4v5 (latest)

Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion

Neural Information Processing Systems (NeurIPS), 2024
12 March 2024
Dongyang Li
Chen Wei
Shiying Li
Jiachen Zou
Quanying Liu
    DiffM
ArXiv (abs)PDFHTMLGithub (139★)

Papers citing "Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion"

32 / 32 papers shown
Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment
Unveiling Deep Semantic Uncertainty Perception for Language-Anchored Multi-modal Vision-Brain Alignment
Zehui Feng
Chenqi Zhang
Mingru Wang
Minuo Wei
Shiwei Cheng
Cuntai Guan
Ting Han
159
0
0
06 Nov 2025
Spatial-Functional awareness Transformer-based graph archetype contrastive learning for Decoding Visual Neural Representations from EEG
Spatial-Functional awareness Transformer-based graph archetype contrastive learning for Decoding Visual Neural Representations from EEG
Yueming Sun
Long Yang
213
0
0
29 Sep 2025
WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities
WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities
Ziyi Zeng
Zhenyang Cai
Yixi Cai
Xidong Wang
Junying Chen
...
Yipeng Liu
Siqi Cai
Benyou Wang
Zhiguo Zhang
Haizhou Li
187
6
0
26 Sep 2025
TS-P$^2$CL: Plug-and-Play Dual Contrastive Learning for Vision-Guided Medical Time Series Classification
TS-P2^22CL: Plug-and-Play Dual Contrastive Learning for Vision-Guided Medical Time Series Classification
Qiáo Xu
Pengfei Wang
Bo Zhong
Tianwen Qian
Xiaoling Wang
Ye Wang
Hong-ye Yu
AI4TSVLM
162
0
0
22 Sep 2025
DynaMind: Reconstructing Dynamic Visual Scenes from EEG by Aligning Temporal Dynamics and Multimodal Semantics to Guided Diffusion
DynaMind: Reconstructing Dynamic Visual Scenes from EEG by Aligning Temporal Dynamics and Multimodal Semantics to Guided Diffusion
Junxiang Liu
Junming Lin
Jiangtong Li
Jie Li
DiffMVGen
140
1
0
01 Sep 2025
Image-to-Brain Signal Generation for Visual Prosthesis with CLIP Guided Multimodal Diffusion Models
Image-to-Brain Signal Generation for Visual Prosthesis with CLIP Guided Multimodal Diffusion Models
Ganxi Xu
Jinyi Long
Jia Zhang
Yonghao Song
Guoxu Zhou
Boyu wang
Jian Zhu
Jinyi Long
DiffM
266
0
0
31 Aug 2025
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding
Xuan-Bac Nguyen
Thanh-Dat Truong
Pawan Sinha
Khoa Luu
CLL
177
0
0
25 Aug 2025
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
251
4
0
21 Aug 2025
Bridging Foundation Models and Efficient Architectures: A Modular Brain Imaging Framework with Local Masking and Pretrained Representation Learning
Bridging Foundation Models and Efficient Architectures: A Modular Brain Imaging Framework with Local Masking and Pretrained Representation Learning
Y. Wang
Xinglin Zhao
Yijin Song
Xiaobo Liu
Yanrong Hao
Rui Cao
Xin Wen
86
0
0
09 Aug 2025
S$^2$M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection
S2^22M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection
Jiaqi Wang
Zhengyu Ma
Xiongri Shen
Chenlin Zhou
Leilei Zhao
Han Zhang
Yi Zhong
Siqi Cai
Zhenxi Song
Zhiguo Zhang
176
0
0
07 Aug 2025
AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications
AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications
Jiamin Wu
Zichen Ren
Junyu Wang
Pengyu Zhu
Yonghao Song
Mianxin Liu
Qihao Zheng
Lei Bai
Wanli Ouyang
Chunfeng Song
265
6
0
14 Jul 2025
BrainFLORA: Uncovering Brain Concept Representation via Multimodal Neural Embeddings
BrainFLORA: Uncovering Brain Concept Representation via Multimodal Neural Embeddings
Dongyang Li
Haoyang Qin
Mingyang Wu
Chen Wei
Quanying Liu
236
2
0
13 Jul 2025
Multigranular Evaluation for Brain Visual Decoding
Multigranular Evaluation for Brain Visual Decoding
Weihao Xia
Cengiz Öztireli
246
1
0
10 Jul 2025
Bridging Brain with Foundation Models through Self-Supervised Learning
Bridging Brain with Foundation Models through Self-Supervised Learning
Hamdi Altaheri
Fakhri Karray
Md. Milon Islam
S M Taslim Uddin Raju
Amir-Hossein Karimi
265
1
0
19 Jun 2025
Category-aware EEG image generation based on wavelet transform and contrast semantic loss
Category-aware EEG image generation based on wavelet transform and contrast semantic lossInternational Joint Conference on Artificial Intelligence (IJCAI), 2025
Enshang Zhang
Zhicheng Zhang
Takashi Hanakawa
DiffM
233
0
0
30 May 2025
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
Muquan Yu
Mu Nan
Hossein Adeli
Jacob S. Prince
John A. Pyles
Leila Wehbe
Margaret M. Henderson
Michael J. Tarr
Andrew F. Luo
MedImViT
345
0
0
21 May 2025
ViEEG: Hierarchical Visual Neural Representation for EEG Brain Decoding
ViEEG: Hierarchical Visual Neural Representation for EEG Brain Decoding
Minxu Liu
Donghai Guan
Chuhang Zheng
Chunwei Tian
Jie Wen
Qi Zhu
343
0
0
18 May 2025
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations
Christos Zangos
Danish Ebadulla
Thomas C. Sprague
Ambuj Singh
246
0
0
03 May 2025
CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing
CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing
Jianxiong Gao
Yichang Liu
Baofeng Yang
Jianfeng Feng
Yanwei Fu
VGen
397
9
0
10 Mar 2025
Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces
Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer InterfacesInformation Fusion (Inf. Fusion), 2025
Jing Wang
Weishan Ye
Jialin He
Li Zhang
G. Huang
Zhuliang Yu
Zhen Liang
367
7
0
26 Feb 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
557
4
0
17 Feb 2025
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding
Neural-MCRL: Neural Multimodal Contrastive Representation Learning for EEG-based Visual Decoding
Yueyang Li
Zijian Kang
Shengyu Gong
Wenhao Dong
Weiming Zeng
Hongjie Yan
W. Siok
Nizhuan Wang
372
11
0
23 Dec 2024
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With
  Multimodal Information
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal InformationAAAI Conference on Artificial Intelligence (AAAI), 2024
Jianchao Tan
Lihuo He
Xin Jiang
Wen Lu
Di Wang
Xinbo Gao
385
26
0
13 Dec 2024
VISION-XL: High Definition Video Inverse Problem Solver using Latent Image Diffusion Models
Taesung Kwon
Jong Chul Ye
857
9
0
29 Nov 2024
Optimising EEG decoding with refined sampling and multimodal feature
  integration
Optimising EEG decoding with refined sampling and multimodal feature integration
Arash Akbarinia
216
4
0
30 Sep 2024
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Eleonora Lopez
Luigi Sigillo
Federica Colonnese
Massimo Panella
Danilo Comminiello
DiffM
397
12
0
17 Sep 2024
BrainDecoder: Style-Based Visual Decoding of EEG Signals
BrainDecoder: Style-Based Visual Decoding of EEG Signals
Minsuk Choi
Hiroshi Ishikawa
266
2
0
09 Sep 2024
Dual-TSST: A Dual-Branch Temporal-Spectral-Spatial Transformer Model for
  EEG Decoding
Dual-TSST: A Dual-Branch Temporal-Spectral-Spatial Transformer Model for EEG DecodingIEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Hongqi Li
Haodong Zhang
Yitong Chen
208
10
0
05 Sep 2024
Connecting Dreams with Visual Brainstorming Instruction
Connecting Dreams with Visual Brainstorming Instruction
Yasheng Sun
Bohan Li
Mingchen Zhuge
Deng-Ping Fan
Salman Khan
Fahad Shahbaz Khan
Hideki Koike
DiffM
231
2
0
14 Aug 2024
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency
Hongzhou Chen
Lianghua He
Yihang Liu
Longzhen Yang
227
13
0
13 Aug 2024
Achieving More Human Brain-Like Vision via Human EEG Representational Alignment
Achieving More Human Brain-Like Vision via Human EEG Representational Alignment
Zitong Lu
Yile Wang
Julie D. Golomb
244
5
0
30 Jan 2024
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.4K
4,812
0
17 Jun 2020
1
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