# April 2023

TensorFlow Newsletter April 2023


|---|
| |---| | |---| | [![](https://gstatic.com/growthlab/api/5bVWsgT8ttKvlVaE5gRkjgAiBv9mwnyIQkgpcp0q.png)](https://www.tensorflow.org/subscribe/2023/04#) | | | |---| | |---| | |---| | Join TensorFlow at Google I/O | | | |---| | |---| | |---| | |---| | Learn the latest in machine learning, including how to build generative AI applications with the latest large language models, and more at Google I/O. Explore the program and register now. | | | |---| | [Register now](https://io.google/2023/ai/?utm_source=newsletter&utm_medium=email&utm_campaign=april_tf&utm_content) | | | | | | |---| |   | | | |---| | |---| | |---| | |---| | |---| | |---| | |---| | Reduce unintended bias with Counterfactual Logit Pairing | | Improve model fairness with a new technique from the **TensorFlow Model Remediation** library. Counterfactual Logit Pairing ensures that a model's prediction doesn't change when a sensitive attribute referenced in an example is removed or replaced. | | |---| | |---| | |---| | |---|---| | |---| | [Read the blog](https://blog.tensorflow.org/2023/04/counterfactual-logit-pairing.html) | | |---| | [![](https://www.gstatic.com/growthlab/api/Obmfy5bg9fJotE3zdZDXu4HiZx1oT3KnprcfW3ED.png)](https://blog.tensorflow.org/2023/04/counterfactual-logit-pairing.html) | | | | | | | | | | | |---| | |---| | |---| | |---| | [![](https://www.gstatic.com/growthlab/api/sSFhOND51ZoWzUz2wemacJyhfdSsdFkMu1ytVfWe.jpg)](https://www.tensorflow.org/subscribe/2023/04#) | | How Adobe is enhancing Photoshop Web with TensorFlow.js | | Read how Adobe uses web-based machine learning in JavaScript to enable advanced tasks like Object Selection in Photoshop Web and improves model performance by up to 200% with **TensorFlow.js** backend support. | | |---| | |---| | |---| | |---|---| | |---| | [Read the blog](https://blog.tensorflow.org/2023/03/how-adobe-used-web-ml-with-tensorflowjs-to-enhance-photoshop-for-web.html) | | |---| | [![](https://www.gstatic.com/growthlab/api/Obmfy5bg9fJotE3zdZDXu4HiZx1oT3KnprcfW3ED.png)](https://blog.tensorflow.org/2023/03/how-adobe-used-web-ml-with-tensorflowjs-to-enhance-photoshop-for-web.html) | | | | | | | | | | | |---| | |---| | |---| | |---| | Explore MATLAB interoperability features | | Learn how you integrate TensorFlow with MATLAB by converting deep learning models or running Python and MATLAB code together. | | |---| | |---| | |---| | |---|---| | |---| | [Read the blog](https://blog.tensorflow.org/2023/03/tensorflow-with-matlab.html) | | |---| | [![](https://www.gstatic.com/growthlab/api/Obmfy5bg9fJotE3zdZDXu4HiZx1oT3KnprcfW3ED.png)](https://blog.tensorflow.org/2023/03/tensorflow-with-matlab.html) | | | | | | | | | | | |---| | |---| | |---| | |---| | [![](https://gstatic.com/growthlab/api/PWAwJ1KnhiQNLBtBFOJ2oUk9f2cKroaZElgIueXO.png)](https://www.tensorflow.org/subscribe/2023/04#) | | How Vodafone uses TFDV to advance data governance at scale | | Read how Vodafone industrializes their ML workflow using **TensorFlow Data Validation** to detect anomalies in their pipelines and ensure compliance with data contracts. | | |---| | |---| | |---| | |---|---| | |---| | [Read the blog](https://blog.tensorflow.org/2023/03/how-vodafone-uses-tensorflow-data-validation-in-their-data-contracts-to-elevate-data-governance-at-scale.html) | | |---| | [![](https://www.gstatic.com/growthlab/api/Obmfy5bg9fJotE3zdZDXu4HiZx1oT3KnprcfW3ED.png)](https://blog.tensorflow.org/2023/03/how-vodafone-uses-tensorflow-data-validation-in-their-data-contracts-to-elevate-data-governance-at-scale.html) | | | | | | | | | | | |---| | |---| | |---| | |---| | Discover OpenXLA, an open source ML compiler ecosystem | | OpenXLA enables developers to compile and optimize models for efficient training and serving on a wide variety of hardware. Explore its performance, scale, and portability benefits. | | |---| | |---| | |---| | |---|---| | |---| | [Learn about OpenXLA](https://opensource.googleblog.com/2023/03/openxla-is-ready-to-accelerate-and-simplify-ml-development.html) | | |---| | [![](https://www.gstatic.com/growthlab/api/Obmfy5bg9fJotE3zdZDXu4HiZx1oT3KnprcfW3ED.png)](https://opensource.googleblog.com/2023/03/openxla-is-ready-to-accelerate-and-simplify-ml-development.html) | | | | | | | | | | | |---| | |---| | |---| | |---| | [![](https://gstatic.com/growthlab/api/TFgcgmCoblHXWVV2iXDbcxcbcxahGdFIUzrTzuPs.png)](https://www.tensorflow.org/subscribe/2023/04#) | | Using TensorFlow for deep learning on video data | | Learn how to process video or 3D data in a memory-efficient way from TensorFlow tutorials. Get started with the overview below, or watch tech talks showing how to [load video data](https://www.youtube.com/watch?v=3xualF8abC4) and [create a video classification model](https://www.youtube.com/watch?v=DjQFwJGnRDY&t=36s) . | | |---| | |---| | |---| | |---|---| | |---| | [Read the blog](https://blog.tensorflow.org/2023/01/using-tensorflow-for-deep-learning-on-video-data.html) | | |---| | [![](https://www.gstatic.com/growthlab/api/Obmfy5bg9fJotE3zdZDXu4HiZx1oT3KnprcfW3ED.png)](https://blog.tensorflow.org/2023/01/using-tensorflow-for-deep-learning-on-video-data.html) | | | | | | | |---| | |---| | |---| | Listen to the People of AI podcast | | Tune into People of AI, a new podcast showcasing inspiring people with interesting stories in the world of AI and ML. | | |---| | |---| | |---| | |---|---| | |---| | [View podcast](https://peopleofai.libsyn.com/) | | |---| | [![](https://www.gstatic.com/growthlab/api/Obmfy5bg9fJotE3zdZDXu4HiZx1oT3KnprcfW3ED.png)](https://peopleofai.libsyn.com/) | | | | | | | | | | | | | | | | | |---| |   | | | |---| |   | | | |---| | ![](https://www.gstatic.com/gumdrop/files/spacer-11.gif) | | Stay Connected | | |---|---|---|---|---|---|---|---|---| | [![](https://www.gstatic.com/growthlab/api/e7WEFvQxwbiFjhuJkQsF5Fq09BSs8t0t7zjVc2ZZ.png)](https://blog.tensorflow.org) |   | [![](https://www.gstatic.com/growthlab/api/3oLbQMNQ8xdPTrZaFXgbpypikCrz1cifbZnJ7hYv.png)](https://github.com/tensorflow) |   | [![](https://www.gstatic.com/growthlab/api/WyYA2MSf4Sm1GSPGC3H8XppkwH31kkTlwMPlH0Nh.png)](https://twitter.com/tensorflow) |   | [![](https://www.gstatic.com/growthlab/api/Hmw6zspJ6zRcW9dalh8m4Yztyv80TMDVsycNLpCi.png)](https://www.youtube.com/tensorflow) |   | [![](https://www.gstatic.com/growthlab/api/o2mjGQiE1CeSDhViQ9I47utHTpyx929ckrYzUOoR.png)](https://discuss.tensorflow.org) | | | |---| | |---| | ![](https://www.gstatic.com/gumdrop/files/spacer-11.gif) | | |---| | © 2023 Google LLC 1600 Amphitheatre Parkway, Mountain View, CA 94043 | | | | | | | |