publications

2025

  1. cdd.jpg
    Constrained Discrete Diffusion
    Michael Cardei*, Jacob Christopher*, Thomas Hartvigsen, and 2 more authors
    The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025
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    Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion
    Jacob Christopher, Brian Bartoldson, Tal Ben-Nun, and 3 more authors
    Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025), 2025
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    Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation
    Jacob Christopher, Michael Cardei, Jinhao Liang, and 1 more author
    International Conference on Neuro-symbolic Systems (NeuS 2025), 2025
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    Constrained Tabular Diffusion for Finance
    Michael Cardei, Jose Munoz, Oscar Barrera, and 2 more authors
    ACM International Conference on AI in Finance (ACM ICAIF 2025), 2025

2024

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    Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm
    Seha Ay, Michael Cardei, Anne Meyer, and 1 more author
    Journal of Healthcare Informatics Research, 2024
  2. ROADWork.jpg
    ROADWork Dataset: Learning to Recognize, Observe, Analyze and Drive Through Work Zones
    Anurag Ghosh, Robert Tamburo, Shen Zheng, and 6 more authors
    International Conference on Computer Vision (ICCV), 2024

2023

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    Advancing Privacy in Deep Learning Through Data Transformations
    Seha Ay, Can Unal, Michael Cardei, and 3 more authors
    SSRN Preprint, 2023
  2. a2.jpg
    Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm
    Seha Ay, Michael Cardei, Anne Meyer, and 1 more author
    2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 2023
  3. detection.jpg