Deep Learning Human Mind for Automated Visual Classification

1 September 2016

Papers citing "Deep Learning Human Mind for Automated Visual Classification"

50 / 65 papers shown

Title
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng Tian Jin Jiale Zhou Lei Li DiffM 36 0 0 16 Apr 2025
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition Siyuan Kan Huanyu Wu Zhenyao Cui Fan Huang Xiaolong Xu Dongrui Wu 44 0 0 12 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 46 0 0 20 Mar 2025
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond Shreya Shukla Jose Torres Abhijit Mishra Jacek Gwizdka Shounak Roychowdhury 53 0 0 20 Feb 2025
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior Xin Xiang Wenhui Zhou Guojun Dai DiffM 33 0 0 28 Oct 2024
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) Abhijit Mishra Shreya Shukla Jose Torres Jacek Gwizdka Shounak Roychowdhury 56 4 0 10 Oct 2024
A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications Pengfei Wang Huanran Zheng Silong Dai Yiqiao Wang Xiaotian Gu Yuanbin Wu Xiaoling Wang SyDa AI4TS 45 3 0 26 Sep 2024
BrainDreamer: Reasoning-Coherent and Controllable Image Generation from EEG Brain Signals via Language Guidance Ling Wang Chen Wu Lin Wang DiffM 36 0 0 21 Sep 2024
Guess What I Think: Streamlined EEG-to-Image Generation with Latent Diffusion Models Eleonora Lopez Luigi Sigillo Federica Colonnese Massimo Panella Danilo Comminiello DiffM 43 1 0 17 Sep 2024
BrainDecoder: Style-Based Visual Decoding of EEG Signals Minsuk Choi Hiroshi Ishikawa 28 0 0 09 Sep 2024
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework Shuangchen Zhao Changde Du Hui Li Huiguang He 45 0 0 27 Aug 2024
Visual Neural Decoding via Improved Visual-EEG Semantic Consistency Hongzhou Chen Lianghua He Yihang Liu Longzhen Yang 41 1 0 13 Aug 2024
A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities Jungpil Shin Abu Saleh Musa Miah Md. Humaun Kabir M. Rahim Abdullah Al Shiam 44 12 0 10 Aug 2024
How Homogenizing the Channel-wise Magnitude Can Enhance EEG Classification Model? Huyen Ngo Khoi Do Duong Nguyen Viet Dung Nguyen Lan Dang 35 0 0 19 Jul 2024
EEG classification for visual brain decoding with spatio-temporal and transformer based paradigms Akanksha Sharma Jyoti Nigam Abhishek Rathore Arnav V. Bhavsar 39 1 0 11 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 31 2 0 11 Jun 2024
Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning Chi-Sheng Chen Chun-Shu Wei 48 9 0 05 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 40 3 0 29 May 2024
A Survey of Few-Shot Learning for Biomedical Time Series Chenqi Li Timothy Denison Tingting Zhu 22 1 0 03 May 2024
Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text Saydul Akbar Murad Nick Rahimi 37 2 0 26 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 28 2 0 08 Apr 2024
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model Hongguang Pan Zhuoyi Li Yunpeng Fu Xuebin Qin Jianchen Hu 42 0 0 11 Mar 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder Jiaqi Wang Zhenxi Song Zhengyu Ma Xipeng Qiu Min Zhang Zhiguo Zhang 46 5 0 27 Feb 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 58 9 0 31 Dec 2023
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction Honghao Fu Zhiqi Shen Jing Jih Chin Hao Wang DiffM 34 6 0 22 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 37 0 0 30 Nov 2023
ViT-Lens: Towards Omni-modal Representations Weixian Lei Yixiao Ge Kun Yi Jianfeng Zhang Difei Gao Dylan Sun Yuying Ge Ying Shan Mike Zheng Shou 21 18 0 27 Nov 2023
Learning Robust Deep Visual Representations from EEG Brain Recordings Prajwal Singh Dwip Dalal Gautam Vashishtha KrishnaP Miyapuram Shanmuganathan Raman 40 19 0 25 Oct 2023
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion models Matteo Ferrante T. Boccato S. Bargione N. Toschi DiffM 35 7 0 08 Sep 2023
Decoding Natural Images from EEG for Object Recognition Yonghao Song Bingchuan Liu Xiang Li Nanlin Shi Yijun Wang Xiaorong Gao 32 24 0 25 Aug 2023
Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals Yu-Ting Lan Kan Ren Yansen Wang Wei-Long Zheng Dongsheng Li Bao-Liang Lu Lili Qiu DiffM 31 19 0 27 Jul 2023
EEG2IMAGE: Image Reconstruction from EEG Brain Signals Prajwal Singh Pankaja Pandey Krishna P. Miyapuram Shanmuganathan Raman 37 33 0 20 Feb 2023
Source-free Subject Adaptation for EEG-based Visual Recognition Pilhyeon Lee Seogkyu Jeon Sunhee Hwang Minjung Shin H. Byun 27 5 0 20 Jan 2023
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du Kaicheng Fu Jinpeng Li Huiguang He VLM 45 68 0 13 Oct 2022
EEG-based Image Feature Extraction for Visual Classification using Deep Learning Alankrit Mishra N. Raj Garima Bajwa VLM 36 6 0 27 Sep 2022
See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity Zesheng Ye Lina Yao Yu Zhang Silvia Gustin 31 6 0 07 Aug 2022
EEG2Mel: Reconstructing Sound from Brain Responses to Music Adolfo G. Ramirez-Aristizabal Christopher T. Kello 18 5 0 28 Jul 2022
A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals Luis Guarda Juan Tapia E. Droguett M. Ramos 24 27 0 04 Apr 2022
Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis Kai Zhang Kunpeng Zhang Mengdi Zhang Hongke Zhao Qi Liu Wei Wu Enhong Chen 17 51 0 30 Mar 2022
Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual Recognition Pilhyeon Lee Sunhee Hwang Jewook Lee Minjung Shin Seogkyu Jeon H. Byun 14 11 0 07 Feb 2022
Overcoming the Domain Gap in Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua 38 3 0 02 Dec 2021
Subject Adaptive EEG-based Visual Recognition Pilhyeon Lee Sunhee Hwang Seogkyu Jeon H. Byun 16 5 0 26 Oct 2021
Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning? Gregory B. Rehm Chao Wang I. Cortés-Puch Chen-Nee Chuah Jason Y. Adams 30 1 0 25 Sep 2021
Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions Anil Rahate Rahee Walambe S. Ramanna K. Kotecha 27 135 0 29 Jul 2021
EEG-ConvTransformer for Single-Trial EEG based Visual Stimuli Classification Subhranil Bagchi Deepti R. Bathula ViT 26 10 0 08 Jul 2021
Training Networks in Null Space of Feature Covariance for Continual Learning Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 31 132 0 12 Mar 2021
A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals Yassin Khalifa Danilo P. Mandic E. Sejdić 16 48 0 11 Dec 2020
Correct block-design experiments mitigate temporal correlation bias in EEG classification S. Palazzo C. Spampinato Joseph Schmidt I. Kavasidis D. Giordano M. Shah 26 11 0 25 Nov 2020
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period Shu Gong Kaibo Xing A. Cichocki Junhua Li VLM 32 64 0 22 Nov 2020
Upper Esophageal Sphincter Opening Segmentation with Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation Yassin Khalifa Cara Donohue James L. Coyle E. Sejdić 10 34 0 08 Oct 2020