Generic decoding of seen and imagined objects using hierarchical visual features

22 October 2015

Papers citing "Generic decoding of seen and imagined objects using hierarchical visual features"

50 / 93 papers shown

Title
Visual Image Reconstruction from Brain Activity via Latent Representation Y. Kamitani Misato Tanaka Ken Shirakawa 23 0 0 13 May 2025
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng S. Chen Jiale Zhou Lei Li DiffM 31 0 0 16 Apr 2025
Schrödinger Diffusion Driven Signal Recovery in 3T BOLD fMRI Using Unmatched 7T Observations Yujian Xiong Xuanzhao Dong Sebastian Waz Wenhui Zhu Negar Jalili Mallak Zhong-lin Lu Y. Wang MedIm 41 0 0 01 Apr 2025
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli Pengyu Liu Guohua Dong D. Guo Kun Li Fengling Li Xun Yang Meng Wang Xiaomin Ying AI4CE 41 0 0 20 Mar 2025
Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction Haonan Wang Qixiang Zhang Lehan Wang Xuanqi Huang Xiaomeng Li VOS VGen 60 0 0 14 Mar 2025
MindSimulator: Exploring Brain Concept Localization via Synthetic FMRI Guangyin Bao Qi Zhang Z. Gong Zhuojia Wu Duoqian Miao 36 0 0 04 Mar 2025
A Survey of fMRI to Image Reconstruction Weiyu Guo Guoying Sun JianXiang He Tong Shao Shaoguang Wang Ziyang Chen Meisheng Hong Ying Sun Hui Xiong 40 1 0 24 Feb 2025
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity Yizhuo Lu Changde Du Chong Wang Xuanliu Zhu Liuyun Jiang Xujin Li Huiguang He VGen 116 4 0 20 Feb 2025
Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imagery Alexander Olza David Soto Roberto Santana 47 0 0 28 Jan 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities Zhibo Tian Ruijie Quan Fan Ma Kun Zhan Yi Yang 31 1 0 24 Jan 2025
Dynamic semantic networks for exploration of creative thinking Danko D. Georgiev G. V. Georgiev 41 0 0 19 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 49 11 0 31 Dec 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? David Mayo Christopher Wang Asa Harbin Abdulrahman Alabdulkareem Albert Eaton Shaw Boris Katz Andrei Barbu DiffM 44 0 0 05 Nov 2024
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction Z. Gong Guangyin Bao Qi Zhang Zhongwei Wan Duoqian Miao ... Changwei Wang Rongtao Xu Liang Hu Ke Liu Yu Zhang DiffM VGen 51 8 0 25 Oct 2024
Modeling the Human Visual System: Comparative Insights from Response-Optimized and Task-Optimized Vision Models, Language Models, and different Readout Mechanisms Shreya Saha Ishaan Chadha Meenakshi khosla 22 0 0 17 Oct 2024
LLM4Brain: Training a Large Language Model for Brain Video Understanding Ruizhe Zheng Lichao Sun 24 0 0 26 Sep 2024
FedMinds: Privacy-Preserving Personalized Brain Visual Decoding Guangyin Bao Duoqian Miao FedML 31 0 0 03 Sep 2024
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework Shuangchen Zhao Changde Du Hui Li Huiguang He 40 0 0 27 Aug 2024
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency Hongzhou Chen Lianghua He Yihang Liu Longzhen Yang 33 1 0 13 Aug 2024
NeuroBind: Towards Unified Multimodal Representations for Neural Signals Fengyu Yang Chao Feng Daniel Wang Tianye Wang Ziyao Zeng ... Hyoungseob Park Pengliang Ji Han Zhao Yuanning Li Alex Wong 31 9 0 19 Jul 2024
Teaching CORnet Human fMRI Representations for Enhanced Model-Brain Alignment Zitong Lu Yile Wang 29 1 0 15 Jul 2024
The Wisdom of a Crowd of Brains: A Universal Brain Encoder Roman Beliy Navve Wasserman Amit Zalcher Michal Irani 36 1 0 18 Jun 2024
EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity Labels Shuqi Zhu Ziyi Ye Qingyao Ai Yiqun Liu 23 2 0 11 Jun 2024
BrainChat: Decoding Semantic Information from fMRI using Vision-language Pretrained Models Wanaiu Huang 23 1 0 10 Jun 2024
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning Xuan-Bac Nguyen Hojin Jang Xin Li Samee U. Khan Pawan Sinha Khoa Luu 38 3 0 29 May 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI Inhwa Han Jaayeon Lee Jong Chul Ye MedIm AI4CE 23 0 0 28 May 2024
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 49 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 44 9 0 19 Apr 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 48 24 0 11 Apr 2024
Alljoined1 -- A dataset for EEG-to-Image decoding Jonathan Xu Bruno Aristimunha Max Emanuel Feucht Emma Qian Charles Liu ... Paula Perdomo Ricky Renfeng Mao Yashvir Sabharwal Michael Ahedor Moaz Shoura Adrian Nestor 18 2 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 29 0 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 42 12 0 29 Mar 2024
Inter-individual and inter-site neural code conversion and image reconstruction without shared stimuli Haibao Wang Jun Kai Ho Fan L. Cheng Shuntaro C. Aoki Yusuke Muraki Misato Tanaka Y. Kamitani MedIm 13 1 0 18 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 37 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 24 4 0 11 Mar 2024
NeuralDiffuser: Neuroscience-inspired Diffusion Guidance for fMRI Visual Reconstruction Haoyu Li Hao Wu Badong Chen 32 2 0 21 Feb 2024
Generative AI-based closed-loop fMRI system Mikihiro Kasahara Taiki Oka V. Taschereau-Dumouchel Mitsuo Kawato Hiroki Takakura A. Cortese 24 1 0 30 Jan 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 42 9 0 31 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 25 6 0 12 Dec 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 29 18 0 19 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 16 8 0 01 Nov 2023
Getting aligned on representational alignment Ilia Sucholutsky Lukas Muttenthaler Adrian Weller Andi Peng Andreea Bobu ... Thomas Unterthiner Andrew Kyle Lampinen Klaus-Robert Muller M. Toneva Thomas L. Griffiths 56 74 0 18 Oct 2023
Brain decoding: toward real-time reconstruction of visual perception Yohann Benchetrit Hubert J. Banville Jean-Rémi King 33 44 0 18 Oct 2023
DREAM: Visual Decoding from Reversing Human Visual System Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 19 30 0 03 Oct 2023
Decoding Realistic Images from Brain Activity with Contrastive Self-supervision and Latent Diffusion Jingyuan Sun Mingxiao Li Marie-Francine Moens DiffM 35 6 0 30 Sep 2023
MindGPT: Interpreting What You See with Non-invasive Brain Recordings Jiaxuan Chen Yu Qi Yueming Wang Gang Pan 35 6 0 27 Sep 2023
Decoding Natural Images from EEG for Object Recognition Yonghao Song Bingchuan Liu Xiang Li Nanlin Shi Yijun Wang Xiaorong Gao 24 22 0 25 Aug 2023
UniBrain: Unify Image Reconstruction and Captioning All in One Diffusion Model from Human Brain Activity Weijian Mai Zhijun Zhang DiffM 22 31 0 14 Aug 2023
Through their eyes: multi-subject Brain Decoding with simple alignment techniques Matteo Ferrante T. Boccato N. Toschi 30 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 27 21 0 20 Jun 2023