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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"

42 / 92 papers shown

Title
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 80 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 80 9 0 19 Apr 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 135 29 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 59 1 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 39 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 82 13 0 29 Mar 2024
NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation Jingyang Huo Yikai Wang Xuelin Qian Yun Wang Chong Li Jianfeng Feng Yanwei Fu DiffM MedIm 74 10 0 27 Mar 2024
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data Paul S. Scotti Mihir Tripathy Cesar Kadir Torrico Villanueva Reese Kneeland Tong Chen ... Charan Santhirasegaran Jonathan Xu Thomas Naselaris Kenneth A. Norman Tanishq Mathew Abraham 94 45 0 17 Mar 2024
See Through Their Minds: Learning Transferable Neural Representation from Cross-Subject fMRI Yulong Liu Yongqiang Ma Guibo Zhu Haodong Jing Nanning Zheng 55 4 0 11 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 132 38 0 07 Mar 2024
Contrastive Learning of Shared Spatiotemporal EEG Representations Across Individuals for Naturalistic Neuroscience Xinke Shen Lingyi Tao Xuyang Chen Sen Song Quanying Liu Dan Zhang 45 1 0 22 Feb 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 62 2 0 21 Feb 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 175 11 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 102 7 0 22 Dec 2023
MinD-3D: Reconstruct High-quality 3D objects in Human Brain Jianxiong Gao Yu Fu Yun Wang Xuelin Qian Jianfeng Feng Yanwei Fu DiffM 99 6 0 12 Dec 2023
Brainformer: Mimic Human Visual Brain Functions to Machine Vision Models via fMRI Xuan-Bac Nguyen Xin Li Pawan Sinha Samee U. Khan Khoa Luu ViT MedIm 87 0 0 30 Nov 2023
ChatTraffic: Text-to-Traffic Generation via Diffusion Model Chengyang Zhang Yong Zhang Qitan Shao Bo Li Yisheng Lv Xinglin Piao Baocai Yin 75 7 0 27 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 74 21 0 19 Nov 2023
Mitigating Exposure Bias in Discriminator Guided Diffusion Models Eleftherios Tsonis Paraskevi Tzouveli Athanasios Voulodimos DiffM 61 2 0 18 Nov 2023
Generative Artificial Intelligence in Healthcare: Ethical Considerations and Assessment Checklist Yilin Ning Salinelat Teixayavong Yuqing Shang Julian Savulescu Vaishaanth Nagaraj ... Roger Vaughan M. Ong J. Sung E. J. Topol Nan Liu 68 8 0 02 Nov 2023
fMRI-PTE: A Large-scale fMRI Pretrained Transformer Encoder for Multi-Subject Brain Activity Decoding Xuelin Qian Yun Wang Jingyang Huo Jianfeng Feng Yanwei Fu MedIm 39 8 0 01 Nov 2023
Large-scale Foundation Models and Generative AI for BigData Neuroscience Ran Wang Zhe Sage Chen MedIm AI4CE LRM 38 9 0 27 Oct 2023
Self-supervised Fetal MRI 3D Reconstruction Based on Radiation Diffusion Generation Model Junpeng Tan Xin Zhang Yao Lv Xiangmin Xu Gang Li DiffM MedIm 53 0 0 16 Oct 2023
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity Andrew F. Luo Margaret M. Henderson Michael J. Tarr Brian Karrer 85 18 0 06 Oct 2023
DREAM: Visual Decoding from Reversing Human Visual System Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 70 38 0 03 Oct 2023
MindGPT: Interpreting What You See with Non-invasive Brain Recordings Jiaxuan Chen Yu Qi Yueming Wang Gang Pan 85 6 0 27 Sep 2023
Through their eyes: multi-subject Brain Decoding with simple alignment techniques Matteo Ferrante T. Boccato N. Toschi 91 16 0 01 Aug 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 118 22 0 27 Jul 2023
UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language Nuwa Xi Sendong Zhao Hao Wang Chi-Liang Liu Bing Qin Ting Liu 88 21 0 06 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 82 57 0 29 Jun 2023
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs Yu Takagi Shinji Nishimoto AI4CE DiffM 89 25 0 20 Jun 2023
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding Subhrasankar Chatterjee D. Samanta 97 4 0 16 Jun 2023
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models Andrew F. Luo Margaret M. Henderson Leila Wehbe Michael J. Tarr DiffM 75 22 0 05 Jun 2023
MindBigData 2023 MNIST-8B The 8 billion datapoints Multimodal Dataset of Brain Signals David Vivancos 50 0 0 01 Jun 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 138 120 0 29 May 2023
Brain Captioning: Decoding human brain activity into images and text Matteo Ferrante Furkan Ozcelik T. Boccato R. V. Rullen N. Toschi DiffM 89 30 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 62 26 0 17 May 2023
Joint fMRI Decoding and Encoding with Latent Embedding Alignment Xuelin Qian Yikai Wang Yanwei Fu Xinwei Sun Xiangyang Xue Jianfeng Feng 107 6 0 26 Mar 2023
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion Yizhuo Lu Changde Du Dianpeng Wang Huiguang He DiffM 196 45 0 24 Mar 2023
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models Suhyeon Lee Hyungjin Chung Minyoung Park Jonghyuk Park Wi-Sun Ryu J. C. Ye DiffM MedIm 81 47 0 15 Mar 2023
Natural scene reconstruction from fMRI signals using generative latent diffusion Furkan Ozcelik Rufin VanRullen DiffM 134 86 0 09 Mar 2023
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli Matteo Ferrante T. Boccato N. Toschi DiffM 86 21 0 13 Dec 2022