Visual Decoding and Reconstruction via EEG Embeddings with Guided
Diffusion

Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion

12 March 2024

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

17 / 17 papers shown

Title
CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing Jianxiong Gao Yichang Liu Baofeng Yang Jianfeng Feng Yanwei Fu VGen 55 1 0 10 Mar 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 43 0 0 20 Feb 2025
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 52 2 0 23 Dec 2024
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information K. Zhang Lihuo He Xin Jiang Wen Lu Di Wang Xinbo Gao 75 0 0 13 Dec 2024
VISION-XL: High Definition Video Inverse Problem Solver using Latent Image Diffusion Models Taesung Kwon Jong Chul Ye 80 1 0 29 Nov 2024
Optimising EEG decoding with refined sampling and multimodal feature integration Arash Akbarinia 20 0 0 30 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 39 0 0 14 Aug 2024
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency Hongzhou Chen Lianghua He Yihang Liu Longzhen Yang 35 1 0 13 Aug 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 37 2 0 21 Feb 2024
Achieving More Human Brain-Like Vision via Human EEG Representational Alignment Zitong Lu Yile Wang Julie D. Golomb 18 5 0 30 Jan 2024
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 328 0 28 Nov 2023
Natural scene reconstruction from fMRI signals using generative latent diffusion Furkan Ozcelik Rufin VanRullen DiffM 95 42 0 09 Mar 2023
Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization Chen Wei Kexin Lou Zhengyang Wang Mingqi Zhao D. Mantini Quanying Liu 29 21 0 18 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,693 0 11 Feb 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 100 110 0 25 Oct 2018