Semantic Brain Decoding: from fMRI to conceptually similar image
reconstruction of visual stimuli

Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli

13 December 2022

Matteo Ferrante

Papers citing "Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli"

17 / 17 papers shown

Title
Scaling laws for decoding images from brain activity Hubert J. Banville Yohann Benchetrit Stéphane DÁscoli Jérémy Rapin J. King MedIm 77 0 0 25 Jan 2025
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding Zijiao Chen Jiaxin Qing Tiange Xiang Wan Lin Yue J. Zhou DiffM MedIm 48 152 0 13 Nov 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 223 5,904 0 23 May 2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs Furkan Ozcelik Bhavin Choksi Milad Mozafari Leila Reddy Rufin VanRullen GAN 59 69 0 25 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 197 15,081 0 20 Dec 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 116 7,639 0 11 May 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 286 4,873 0 24 Feb 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 88 2,890 0 17 Dec 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 236 17,550 0 19 Jun 2020
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN Milad Mozafari Leila Reddy R. V. Rullen AI4CE 23 70 0 31 Jan 2020
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future Grace W. Lindsay MedIm 59 428 0 20 Jan 2020
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 86 542 0 04 Jul 2019
Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning Ziqi Ren Jie Li Xuetong Xue Xin Li Fan Yang Zhicheng Jiao Xinbo Gao GAN DiffM 44 12 0 27 Jun 2019
Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks R. V. Rullen Leila Reddy CVBM 25 141 0 09 Oct 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Generic decoding of seen and imagined objects using hierarchical visual features T. Horikawa Y. Kamitani 32 445 0 22 Oct 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 177 8,351 0 28 Nov 2014

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