publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. VFA: Vision Frequency Analysis of Foundation Models and Human
    Mohammad-Javad Darvishi-Bayazi, Md Rifat Arefin, Jocelyn Faubert , and 1 more author
    In ICML 2024 Workshop on Foundation Models in the Wild , 2024
    arXiv PDF Code
  2. Critical Role of EEG Signals in Assessment of Sex-Specific Insights in Neurological Diagnostics via Machine Learning Approach
    Mohammad-Javad Darvishi-Bayazi, Mohammad Sajjad Ghaemi, Irina Rish , and 1 more author
    2024
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  3. Amplifying pathological detection in EEG signaling pathways through cross-dataset transfer learning
    Mohammad-Javad Darvishi-Bayazi, Mohammad Sajjad Ghaemi, Timothee Lesort , and 3 more authors
    Computers in Biology and Medicine, 2024
    HTML Code
  4. General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data
    Mohammad-Javad Darvishi-Bayazi, Hena Ghonia, Roland Riachi , and 6 more authors
    In NeurIPS Workshop on Time Series in the Age of Large Models , 2024
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2023

  1. Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting
    Kashif Rasul, Arjun Ashok, Andrew Robert Williams , and 15 more authors
    2023
    arXiv Code
  2. Beyond performance: the role of task demand, effort, and individual differences in ab initio pilots
    Mohammad-Javad Darvishi-Bayazi, Andrew Law, Sergio Mejia Romero , and 3 more authors
    Scientific Reports, 2023
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2022

  1. WOODS: Benchmarks for out-of-distribution generalization in time series
    Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi-Bayazi , and 3 more authors
    arXiv preprint arXiv:2203.09978, 2022
    HTML Code

2021

  1. Frequency-specific network effective connectivity: ERP analysis of recognition memory process by directed connectivity estimators
    Mohammad-Javad DDarvishi-Bayazi, Ali Motie Nasrabadi, and Chad Dubé
    Medical & Biological Engineering & Computing, 2021

2019

  1. Generalizing to unseen domains via distribution matching
    Isabela Albuquerque, João Monteiro, Mohammad-Javad Darvishi-Bayazi , and 2 more authors
    arXiv preprint arXiv:1911.00804, 2019
    arXiv Code
  2. Investigation of fatigue using different EMG features
    Azadeh Aghamohammadi-Sereshki, Mohammad-Javad Darvishi-Bayazi, Farhad Tabatabai Ghomsheh , and 1 more author
    In 2019 ieee 16th international conference on rehabilitation robotics (icorr) , 2019

2018

  1. Normal electrical activity of the brain in obsessive-compulsive patients after anodal stimulation of the left dorsolateral prefrontal cortex
    Hamidreza Ghaffari, Ali Yoonessi, Mohammad-Javad Darvishi-Bayazi , and 1 more author
    Basic and clinical neuroscience, 2018

2016

  1. Effective connectivity measuring of ERP signals in recognition memory process by Generalized Partial Directed Coherence
    Mohammad-Javad Darvishi-Bayazi, AM Nasrabadi, and T Curran
    In 2016 23rd Iranian Conference on Biomedical Engineering and 2016 1st International Iranian Conference on Biomedical Engineering (ICBME) , 2016