Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding

13 November 2022

Papers citing "Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding"

50 / 89 papers shown

Title
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng S. Chen Jiale Zhou Lei Li DiffM 28 0 0 16 Apr 2025
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding Ganxi Xu Jinyi Long Hanrui Wu 24 0 0 12 Apr 2025
DecoFuse: Decomposing and Fusing the "What", "Where", and "How" for Brain-Inspired fMRI-to-Video Decoding Chong Li Jingyang Huo Weikang Gong Yanwei Fu Xiangyang Xue Jianfeng Feng 38 0 0 01 Apr 2025
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli Pengyu Liu Guohua Dong D. Guo Kun Li Fengling Li Xun Yang Meng Wang Xiaomin Ying AI4CE 41 0 0 20 Mar 2025
From Eye to Mind: brain2text Decoding Reveals the Neural Mechanisms of Visual Semantic Processing Feihan Feng Jingxin Nie 37 0 0 15 Mar 2025
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
Towards More Accurate Personalized Image Generation: Addressing Overfitting and Evaluation Bias Mingxiao Li Tingyu Qu Tinne Tuytelaars Marie-Francine Moens EGVM 41 0 0 09 Mar 2025
SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding Juhyeon Park P. Y. Kim Jiook Cha Shinjae Yoo Taesup Moon 48 0 0 09 Mar 2025
MindSimulator: Exploring Brain Concept Localization via Synthetic FMRI Guangyin Bao Qi Zhang Z. Gong Zhuojia Wu Duoqian Miao 34 0 0 04 Mar 2025
A Survey of fMRI to Image Reconstruction Weiyu Guo Guoying Sun JianXiang He Tong Shao Shaoguang Wang Ziyang Chen Meisheng Hong Ying Sun Hui Xiong 38 1 0 24 Feb 2025
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity Yizhuo Lu Changde Du Chong Wang Xuanliu Zhu Liuyun Jiang Xujin Li Huiguang He VGen 105 4 0 20 Feb 2025
Diffusion Models for Computational Neuroimaging: A Survey Haokai Zhao Haowei Lou Lina Yao Wei Peng Ehsan Adeli K. Pohl Yu Zhang MedIm 50 2 0 10 Feb 2025
Scaling laws for decoding images from brain activity Hubert J. Banville Yohann Benchetrit Stéphane DÁscoli Jérémy Rapin J. King MedIm 44 0 0 25 Jan 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities Zhibo Tian Ruijie Quan Fan Ma Kun Zhan Yi Yang 29 1 0 24 Jan 2025
Double-Flow GAN model for the reconstruction of perceived faces from brain activities Zihao Wang Jing Zhao Xuetong Ding Hui Zhang CVBM AI4CE 21 0 0 03 Jan 2025
COBRA: A Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Arabinda Kumar Choudhary Pawan Sinha Xin Li Khoa Luu CLL 66 0 0 25 Nov 2024
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding Hoang-Quan Nguyen Xuan-Bac Nguyen Hugh Churchill Arabinda Kumar Choudhary Pawan Sinha S. Khan Khoa Luu 58 1 0 20 Nov 2024
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 55 1 0 12 Nov 2024
Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models Yanchen Wang Adam Turnbull Tiange Xiang Yunlong Xu Sa Zhou Adnan Masoud Shekoofeh Azizi F. Lin Ehsan Adeli 24 0 0 11 Nov 2024
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior Xin Xiang Wenhui Zhou Guojun Dai DiffM 26 0 0 28 Oct 2024
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction Z. Gong Guangyin Bao Qi Zhang Zhongwei Wan Duoqian Miao ... Changwei Wang Rongtao Xu Liang Hu Ke Liu Yu Zhang DiffM VGen 44 8 0 25 Oct 2024
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers Andrew F. Luo Jacob Yeung Rushikesh Zawar Shaurya Dewan Margaret M. Henderson Leila Wehbe Michael J. Tarr 21 3 0 07 Oct 2024
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping Yamin Li Ange Lou Ziyuan Xu Shengchao Zhang Shiyu Wang Dario J. Englot Soheil Kolouri Daniel Moyer Roza G. Bayrak Catie Chang 18 3 0 07 Oct 2024
Graded Suspiciousness of Adversarial Texts to Human Shakila Mahjabin Tonni Pedro Faustini Mark Dras AAML 18 0 0 06 Oct 2024
A multimodal LLM for the non-invasive decoding of spoken text from brain recordings Youssef Hmamouche Ismail Chihab Lahoucine Kdouri Amal El Fallah Seghrouchni 26 2 0 29 Sep 2024
Looking through the mind's eye via multimodal encoder-decoder networks Arman Afrasiyabi E. L. Busch Rahul Singh Dhananjay Bhaskar Laurent Caplette Nicholas Turk-Browne Smita Krishnaswamy 17 0 0 27 Sep 2024
BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance Ling Wang Chen Wu Lin Wang DiffM 21 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 16 0 0 09 Sep 2024
FedMinds: Privacy-Preserving Personalized Brain Visual Decoding Guangyin Bao Duoqian Miao FedML 23 0 0 03 Sep 2024
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework Shuangchen Zhao Changde Du Hui Li Huiguang He 30 0 0 27 Aug 2024
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan F. Khan Hideki Koike DiffM 34 0 0 14 Aug 2024
Masked Image Modeling: A Survey Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu N. Sebe 61 6 0 13 Aug 2024
Hierarchical Quantum Control Gates for Functional MRI Understanding Xuan-Bac Nguyen Hoang-Quan Nguyen Hugh Churchill Samee U. Khan Khoa Luu 28 3 0 07 Aug 2024
Latent Diffusion for Neural Spiking Data J. Kapoor Auguste Schulz Julius Vetter Felix Pei Richard Gao Jakob H. Macke DiffM 33 2 0 27 Jun 2024
R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity Matteo Ferrante Matteo Ciferri N. Toschi 18 1 0 21 Jun 2024
Progress Towards Decoding Visual Imagery via fNIRS Michel Adamic Wellington Avelino Anna M. Brandenberger Bryan Chiang Hunter Davis ... Thomas Ribeiro Paul S. Scotti Michelle Wang Marley Xiong Jonathan Xu 21 0 0 11 Jun 2024
BrainChat: Decoding Semantic Information from fMRI using Vision-language Pretrained Models Wanaiu Huang 18 1 0 10 Jun 2024
MindSemantix: Deciphering Brain Visual Experiences with a Brain-Language Model Ziqi Ren Jie Li Xuetong Xue Xin Li Fan Yang Zhicheng Jiao Xinbo Gao 22 3 0 29 May 2024
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning Xuan-Bac Nguyen Hojin Jang Xin Li Samee U. Khan Pawan Sinha Khoa Luu 30 3 0 29 May 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 19 6 0 28 May 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI Inhwa Han Jaayeon Lee Jong Chul Ye MedIm AI4CE 18 0 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
BIMM: Brain Inspired Masked Modeling for Video Representation Learning Zhifan Wan Jie M. Zhang Chang-bo Li Shiguang Shan 60 0 0 21 May 2024
Wills Aligner: A Robust Multi-Subject Brain Representation Learner Guangyin Bao Zixuan Gong Qi Zhang Jialei Zhou Wei Fan Kun Yi Usman Naseem Liang Hu Duoqian Miao 49 0 0 20 Apr 2024
MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction Zixuan Gong Qi Zhang Guangyin Bao Lei Zhu Ke Liu Liang Hu Duoqian Miao 24 9 0 19 Apr 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 43 23 0 11 Apr 2024
Mind-to-Image: Projecting Visual Mental Imagination of the Brain from fMRI Hugo Caselles-Dupré Charles Mellerio Paul Hérent Alizée Lopez-Persem Benoit Béranger Mathieu Soularue Pierre Fautrel Gauthier Vernier Matthieu Cord VGen MedIm DiffM 19 0 0 08 Apr 2024
Reconstructing Retinal Visual Images from 3T fMRI Data Enhanced by Unsupervised Learning Yujian Xiong Wenhui Zhu Zhonglin Lu Yalin Wang MedIm DiffM 21 1 0 07 Apr 2024
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity Ruijie Quan Wenguan Wang Zhibo Tian Fan Ma Yi Yang 34 12 0 29 Mar 2024