Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI

20 May 2025

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Papers citing "Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI"

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Title
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 177 4 0 11 Nov 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 211 61 0 11 Apr 2024
UMBRAE: Unified Multimodal Brain DecodingEuropean Conference on Computer Vision (ECCV), 2024 Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 183 25 0 10 Apr 2024
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity Ruijie Quan Wenguan Wang Zhibo Tian Fan Ma Yi Yang 179 22 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 148 30 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 300 86 0 17 Mar 2024
Brain decoding: toward real-time reconstruction of visual perceptionInternational Conference on Learning Representations (ICLR), 2023 Yohann Benchetrit Hubert J. Banville Jean-Rémi King 412 89 0 18 Oct 2023
DREAM: Visual Decoding from Reversing Human Visual SystemIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 255 58 0 03 Oct 2023
Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion PriorsNeural Information Processing Systems (NeurIPS), 2023 Paul S. Scotti Atmadeep Banerjee J. Goode Stepan Shabalin A. Nguyen ... Nathalie Verlinde Elad Yundler David Weisberg K. A. Norman Tanishq Mathew Abraham DiffM 363 186 0 29 May 2023
Reconstructing seen images from human brain activity via guided stochastic search Reese Kneeland Jordyn Ojeda Ghislain St-Yves Thomas Naselaris DiffM 245 6 0 30 Apr 2023
Natural scene reconstruction from fMRI signals using generative latent diffusionScientific Reports (Sci Rep), 2023 Furkan Ozcelik Rufin VanRullen DiffM 274 138 0 09 Mar 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Chen Ma Ying Shan Xiaohu Qie DiffM 446 1,366 0 16 Feb 2023
Decoding natural image stimuli from fMRI data with a surface-based convolutional networkInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022 Zijin Gu K. Jamison Amy Kuceyeski M. Sabuncu 193 58 0 05 Dec 2022
Versatile Diffusion: Text, Images and Variations All in One Diffusion ModelIEEE International Conference on Computer Vision (ICCV), 2022 Xingqian Xu Zinan Lin Eric Zhang Kai Wang Humphrey Shi DiffM 463 239 0 15 Nov 2022
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision DecodingComputer Vision and Pattern Recognition (CVPR), 2022 Zijiao Chen Jiaxin Qing Tiange Xiang Wan Lin Yue J. Zhou DiffM MedIm 298 197 0 13 Nov 2022
Vision Transformer Adapter for Dense PredictionsInternational Conference on Learning Representations (ICLR), 2022 Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 739 738 0 17 May 2022
Learnable latent embeddings for joint behavioral and neural analysisNature (Nature), 2022 Steffen Schneider Jin Hwa Lee Mackenzie W. Mathis 354 311 0 01 Apr 2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANsIEEE International Joint Conference on Neural Network (IJCNN), 2022 Furkan Ozcelik Bhavin Choksi Milad Mozafari Leila Reddy Rufin VanRullen GAN 243 91 0 25 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 1.3K 20,430 0 20 Dec 2021
LoRA: Low-Rank Adaptation of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2021 J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 1.5K 14,789 0 17 Jun 2021
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 2.0K 39,913 0 26 Feb 2021
Fine-grain atlases of functional modes for fMRI analysisNeuroImage (NeuroImage), 2020 Kamalaker Dadi Gaël Varoquaux Antonia Machlouzarides-Shalit Krzysztof J. Gorgolewski Demian Wassermann Bertrand Thirion A. Mensch AI4CE 169 106 0 05 Mar 2020
Generic decoding of seen and imagined objects using hierarchical visual features T. Horikawa Y. Kamitani 159 508 0 22 Oct 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.9K 87,959 0 18 May 2015
Microsoft COCO: Common Objects in ContextEuropean Conference on Computer Vision (ECCV), 2014 Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 12.0K 48,835 0 01 May 2014