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update publication list (#2395)
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holgerroth authored Mar 8, 2024
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Non-exhaustive list of papers and publications related to NVIDIA FLARE,
including papers using NVIDIA FLARE's predecessor libraries included in the `Clara Train SDK <https://catalog.ngc.nvidia.com/orgs/nvidia/containers/clara-train-sdk>`__.

Publications: 2024
------------------
* **2024-02** `Empowering Federated Learning for Massive Models with NVIDIA FLARE <https://arxiv.org/abs/2402.07792>`__ (Accepted to `FL@FM-TheWebConf'24 <https://federated-learning.org/fl@fm-www-2024>`__))

Publications: 2023
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* **2023-10** `Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples <https://arxiv.org/abs/2303.16270>`__ (`ICCV 2023 <https://iccv2023.thecvf.com/>`__)
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==============
NVIDIA FLARE related blogs and other media.

Blogs & Videos: 2024
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* **2024-03** `Turning Machine Learning to Federated Learning in Minutes with NVIDIA FLARE 2.4 <https://developer.nvidia.com/blog/turning-machine-learning-to-federated-learning-in-minutes-with-nvidia-flare-2-4/>`__ (NVIDIA Technical Blog)
* **2024-02** `Scalable Federated Learning with NVIDIA FLARE for Enhanced LLM Performance <https://developer.nvidia.com/blog/scalable-federated-learning-with-nvidia-flare-for-enhanced-llm-performance/>`__ (NVIDIA Technical Blog)

Blogs & Videos: 2023
--------------------
* **2023-09** `Preventing Health Data Leaks with Federated Learning Using NVIDIA FLARE <https://developer.nvidia.com/blog/preventing-health-data-leaks-with-federated-learning-using-nvidia-flare/>`__ (Roche Technical Blog)
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=====
Recent talks and Webinars covering federated learning research and NVIDIA FLARE.

Talks: 2024
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* **2024-03** `Empowering Federated Learning for Massive Models with NVIDIA FLARE <https://youtu.be/-P2ML9Kw0FA>`__ (`SFBigAnalytics Meetup <https://www.meetup.com/sf-big-analytics/?_cookie-check=Efm7MGh7mO4YiV8A>`__)

Talks: 2023
-----------
* **2023-07** `Federated Learning <https://youtu.be/4ezr1MfpEWs?si=ZSaNteIxEuYjXlgi>`__ (`MONAI MIDL Meetup 2023 <https://2023.midl.io/monai-workshop>`__)
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