The Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes

9 January 2023

M. G. Vilas

Radoslaw Martin Cichy

AI4CE

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Papers citing "The Algonauts Project 2023 Challenge: How the Human Brain Makes Sense of Natural Scenes"

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Title
MindSimulator: Exploring Brain Concept Localization via Synthetic FMRI Guangyin Bao Qi Zhang Z. Gong Zhuojia Wu Duoqian Miao 36 0 0 04 Mar 2025
Generalizability analysis of deep learning predictions of human brain responses to augmented and semantically novel visual stimuli Valentyn Piskovskyi Riccardo Chimisso Sabrina Patania Tom Foulsham Giuseppe Vizzari Dimitri Ognibene 30 0 0 06 Oct 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
AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space Huzheng Yang James Gee Jianbo Shi VOS 33 1 0 26 Jun 2024
The Wisdom of a Crowd of Brains: A Universal Brain Encoder Roman Beliy Navve Wasserman Amit Zalcher Michal Irani 38 1 0 18 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
Probing Human Visual Robustness with Neurally-Guided Deep Neural Networks Zhenan Shao Linjian Ma Yiqing Zhou Yibo Jacky Zhang Sanmi Koyejo Bo Li Diane M. Beck AAML 43 3 0 04 May 2024
Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain Gustaw Opielka Jessica Loke Steven Scholte 21 0 0 29 Apr 2024
Aligned with LLM: a new multi-modal training paradigm for encoding fMRI activity in visual cortex Shuxiao Ma Linyuan Wang Senbao Hou Bin Yan MLLM 37 1 0 08 Jan 2024
Brain Decodes Deep Nets Huzheng Yang James C. Gee Jianbo Shi 30 6 0 03 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 32 0 0 30 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 24 8 0 01 Nov 2023
Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex Ruixing Liang Xiangyu Zhang Qiong Li Lai Wei Hexin Liu Avisha Kumar Kelley M. Kempski Leadingham Joshua Punnoose Leibny Paola García A. Manbachi 33 2 0 26 Sep 2023
Exploration and Comparison of Deep Learning Architectures to Predict Brain Response to Realistic Pictures Riccardo Chimisso Sathya Burvsić Paolo Marocco Giuseppe Vizzari Dimitri Ognibene 3DV 17 1 0 11 Sep 2023
A Parameter-efficient Multi-subject Model for Predicting fMRI Activity Connor Lane Gregory Kiar 22 2 0 04 Aug 2023
Memory Encoding Model Huzheng Yang James C. Gee Jianbo Shi 17 4 0 02 Aug 2023
Applicability of scaling laws to vision encoding models Takuya Matsuyama K. Sasaki Shinji Nishimoto MedIm 21 4 0 01 Aug 2023
The Algonauts Project 2023 Challenge: UARK-UAlbany Team Solution Xuan-Bac Nguyen Xudong Liu Xin Li Khoa Luu AI4CE 17 7 0 01 Aug 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
The Algonauts Project 2021 Challenge: How the Human Brain Makes Sense of a World in Motion Radoslaw Martin Cichy Kshitij Dwivedi B. Lahner A. Lascelles P. Iamshchinina ... A. Andonian N. Murty K. Kay Gemma Roig A. Oliva VGen 73 29 0 28 Apr 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014