Title
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
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
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 37 8 0 27 Mar 2024
Modality-Agnostic fMRI Decoding of Vision and Language Mitja Nikolaus Milad Mozafari Nicholas Asher Leila Reddy Rufin VanRullen 19 3 0 18 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 29 35 0 17 Mar 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion Dongyang Li Chen Wei Shiying Li Jiachen Zou Quanying Liu DiffM 24 18 0 12 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 25 5 0 11 Mar 2024
See Through Their Minds: Learning Transferable Neural Representation from Cross-Subject fMRI Yulong Liu Yongqiang Ma Guibo Zhu Haodong Jing Nanning Zheng 14 4 0 11 Mar 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 23 1 0 21 Feb 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 37 9 0 31 Dec 2023
Brain-optimized inference improves reconstructions of fMRI brain activity Reese Kneeland Jordyn Ojeda Ghislain St-Yves Thomas Naselaris AI4CE 13 5 0 12 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 14 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 22 0 0 30 Nov 2023
Brain decoding: toward real-time reconstruction of visual perception Yohann Benchetrit Hubert J. Banville Jean-Rémi King 25 43 0 18 Oct 2023
DREAM: Visual Decoding from Reversing Human Visual System Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 8 30 0 03 Oct 2023
Through their eyes: multi-subject Brain Decoding with simple alignment techniques Matteo Ferrante T. Boccato N. Toschi 25 14 0 01 Aug 2023
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputs Yu Takagi Shinji Nishimoto AI4CE DiffM 19 20 0 20 Jun 2023
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 116 86 0 30 Sep 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 485 0 01 Feb 2022
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 199 132 0 10 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 286 5,723 0 29 Apr 2021
Mixup Without Hesitation Hao Yu Huanyu Wang Jianxin Wu VLM 23 21 0 12 Jan 2021
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 104 79 0 13 Oct 2020