Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity

29 March 2024

Papers citing "Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity"

23 / 23 papers shown

Title
Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI Marlène Careil Yohann Benchetrit Jean-Rémi King 192 0 0 20 May 2025
DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent) Zongxin Yang Guikun Chen Xiaodi Li Wenguan Wang Yi Yang LM&Ro LLMAG 118 41 0 16 Jan 2024
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 95 119 0 29 May 2023
Joint fMRI Decoding and Encoding with Latent Embedding Alignment Xuelin Qian Yikai Wang Yanwei Fu Xinwei Sun Xiangyang Xue Jianfeng Feng 96 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 176 44 0 24 Mar 2023
Temporal Perceiving Video-Language Pre-training Fan Ma Xiaojie Jin Heng Wang Jingjia Huang Linchao Zhu Jiashi Feng Yi Yang VLM 80 15 0 18 Jan 2023
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Xingqian Xu Zhangyang Wang Eric Zhang Kai Wang Humphrey Shi DiffM 100 198 0 15 Nov 2022
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 91 155 0 13 Nov 2022
M $^3$ ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design Hanxue Liang Zhiwen Fan Rishov Sarkar Ziyu Jiang Tianlong Chen Kai Zou Yu Cheng Cong Hao Zhangyang Wang MoE 68 88 0 26 Oct 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 485 15,734 0 20 Dec 2021
Natural Image Reconstruction from fMRI using Deep Learning: A Survey Zarina Rakhimberdina Quentin Jodelet Xin Liu T. Murata 3DV 151 29 0 18 Oct 2021
Scaling Vision with Sparse Mixture of Experts C. Riquelme J. Puigcerver Basil Mustafa Maxim Neumann Rodolphe Jenatton André Susano Pinto Daniel Keysers N. Houlsby MoE 112 609 0 10 Jun 2021
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning Hussein Hazimeh Zhe Zhao Aakanksha Chowdhery M. Sathiamoorthy Yihua Chen Rahul Mazumder Lichan Hong Ed H. Chi MoE 156 144 0 07 Jun 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 353 6,566 0 26 Nov 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 261 4,098 0 17 Jun 2020
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN Milad Mozafari Leila Reddy R. V. Rullen AI4CE 50 70 0 31 Jan 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,956 0 12 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 149 18,179 0 28 May 2019
BOLD5000: A public fMRI dataset of 5000 images Nadine Chang John A. Pyles Abhinav Gupta Michael J. Tarr E. Aminoff 47 160 0 05 Sep 2018
Generic decoding of seen and imagined objects using hierarchical visual features T. Horikawa Y. Kamitani 48 446 0 22 Oct 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 306 7,016 0 12 Mar 2015
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 234 8,348 0 06 Nov 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 424 43,814 0 01 May 2014