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"

43 / 93 papers shown

Title
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities Jingyuan Sun Mingxiao Li Zijiao Chen Yunhao Zhang Shaonan Wang Marie-Francine Moens DiffM 29 30 0 26 May 2023
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity Zijiao Chen Jiaxin Qing J. Zhou DiffM VGen 26 54 0 19 May 2023
Brain Captioning: Decoding human brain activity into images and text Matteo Ferrante Furkan Ozcelik T. Boccato R. V. Rullen N. Toschi DiffM 25 26 0 19 May 2023
Controllable Mind Visual Diffusion Model Bo-Wen Zeng Shanglin Li Xuhui Liu Sicheng Gao Xiaolong Jiang Xu Tang Yao Hu Jianzhuang Liu Baochang Zhang DiffM 17 24 0 17 May 2023
Joint fMRI Decoding and Encoding with Latent Embedding Alignment Xuelin Qian Yikai Wang Yanwei Fu Xinwei Sun Xiangyang Xue Jianfeng Feng 57 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 130 39 0 24 Mar 2023
Natural scene reconstruction from fMRI signals using generative latent diffusion Furkan Ozcelik Rufin VanRullen DiffM 95 42 0 09 Mar 2023
BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding Yulong Liu Yongqiang Ma Wei Zhou Guibo Zhu Nanning Zheng VLM 30 34 0 25 Feb 2023
Semantic Brain Decoding: from fMRI to conceptually similar image reconstruction of visual stimuli Matteo Ferrante T. Boccato N. Toschi DiffM 28 21 0 13 Dec 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 27 146 0 13 Nov 2022
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 34 67 0 13 Oct 2022
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 124 86 0 30 Sep 2022
Decoding speech perception from non-invasive brain recordings Alexandre Défossez Charlotte Caucheteux Jérémy Rapin Ori Kabeli J. King 30 115 0 25 Aug 2022
Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding Yuanhao Li Badong Chen Yuxi Shi N. Yoshimura Yasuharu Koike 14 4 0 20 Jul 2022
The Brain-Inspired Decoder for Natural Visual Image Reconstruction Wenyi Li Shengjie Zheng Yufan Liao Rongqi Hong Weiliang Chen Chenggang He Xiaojian Li 11 4 0 18 Jul 2022
Facial Image Reconstruction from Functional Magnetic Resonance Imaging via GAN Inversion with Improved Attribute Consistency Pei-Chun Chang Yan-Yu Tien Chia-Lin Chen Li-Fen Chen Yong-Sheng Chen Huiling Chan DiffM CVBM MedIm 13 3 0 03 Jul 2022
Guiding Visual Attention in Deep Convolutional Neural Networks Based on Human Eye Movements Leonard E. van Dyck Sebastian J. Denzler W. Gruber 7 9 0 21 Jun 2022
Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity Mali Halac Murat Isik H. Ayaz Anup Das DiffM 14 1 0 27 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 28 67 0 25 Feb 2022
Multimodal neural networks better explain multivoxel patterns in the hippocampus Bhavin Choksi Milad Mozafari Rufin VanRullen Leila Reddy 19 12 0 11 Dec 2021
Categorical Difference and Related Brain Regions of the Attentional Blink Effect Renzhou Gui Xiaohong Ji 11 0 0 03 Nov 2021
Natural Image Reconstruction from fMRI using Deep Learning: A Survey Zarina Rakhimberdina Quentin Jodelet Xin Liu T. Murata 3DV 127 28 0 18 Oct 2021
An optical biomimetic eyes with interested object imaging Jun Li Shimei Chen Shangyuan Wang Miao Lei X. Dai ... Kunyuan Xu Shuxin Lin Yuhui Li Yu-ang Fan Tingke Zhong 4 3 0 08 Aug 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 35 49 0 24 Jun 2021
More Than Meets the Eye: Self-Supervised Depth Reconstruction From Brain Activity Guy Gaziv Michal Irani 14 5 0 09 Jun 2021
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN T. Fang Yu Qi Gang Pan GAN 9 47 0 28 Jan 2021
Correct block-design experiments mitigate temporal correlation bias in EEG classification S. Palazzo C. Spampinato Joseph Schmidt I. Kavasidis D. Giordano M. Shah 6 11 0 25 Nov 2020
Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features Kai Qiao Chi Zhang Jian Chen Linyuan Wang Li Tong Bin Yan 9 3 0 26 Mar 2020
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN Milad Mozafari Leila Reddy R. V. Rullen AI4CE 13 70 0 31 Jan 2020
An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection Rujikorn Charakorn Y. Thawornwattana Sirawaj Itthipuripat Nick Pawlowski P. Manoonpong Nat Dilokthanakul DRL OCL 19 13 0 24 Jan 2020
A Test for Shared Patterns in Cross-modal Brain Activation Analysis E. Kalinina Fabian Pedregosa V. Iacovella E. Olivetti P. Avesani 20 0 0 08 Oct 2019
Effective and efficient ROI-wise visual encoding using an end-to-end CNN regression model and selective optimization Kai Qiao Chi Zhang Jian Chen Linyuan Wang Li Tong Bin Yan MedIm 14 8 0 27 Jul 2019
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI Roman Beliy Guy Gaziv A. Hoogi Francesca Strappini Tal Golan Michal Irani 11 116 0 03 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 20 12 0 27 Jun 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 21 550 0 11 Jun 2019
Deep Learning for Cognitive Neuroscience Katherine R. Storrs N. Kriegeskorte NAI AI4CE 20 46 0 04 Mar 2019
DCNN-GAN: Reconstructing Realistic Image from fMRI Yunfeng Lin Jiang Li Han Wang GAN 11 31 0 13 Jan 2019
Dissociable neural representations of adversarially perturbed images in convolutional neural networks and the human brain Chi Zhang Xiaohan Duan Linyuan Wang Yongli Li Bin Yan Guoen Hu Ruyuan Zhang Li Tong AAML 14 1 0 22 Dec 2018
Decoding Generic Visual Representations From Human Brain Activity using Machine Learning Angeliki Papadimitriou Nikolaos Passalis Anastasios Tefas AI4CE 13 3 0 05 Nov 2018
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features S. Palazzo C. Spampinato I. Kavasidis D. Giordano Joseph Schmidt M. Shah 100 110 0 25 Oct 2018
Constraint-free Natural Image Reconstruction from fMRI Signals Based on Convolutional Neural Network Chi Zhang Kai Qiao Linyuan Wang Li Tong Ying Zeng Bin Yan 25 18 0 16 Jan 2018
A Novel Brain Decoding Method: a Correlation Network Framework for Revealing Brain Connections Siyu Yu Nanning Zheng Yongqiang Ma Hao Wu Badong Chen 11 12 0 01 Dec 2017
Deep adversarial neural decoding Yağmur Güçlütürk Umut Güçlü K. Seeliger Sander Erik Bosch R. Lier Marcel van Gerven 16 10 0 19 May 2017