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J. Rosenbaum

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"AI perceptions of gender"PyCon AU 20242024-11-22
Claims that bias can be shifted but not erased, demonstrated by training DCGAN and progressive GANs with 3D-rendered masculine feminine and non-binary faces…
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Roll for Initiative: how to make the world of AI a more ethical placePyCon AU 20232023-08-18
Claims concrete fixes and evidence not platitudes: a project demonstrates visibly de-biasing a GAN, chatGPT is used to generate an insult roll table, and…
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Gender Tapestry - New ways of looking at gender classificationPyCon AU 20232023-08-18
Claim: gender maps to a 3D color space rather than a linear spectrum. Implementation: a Python Flask web app loads a TensorFlow multi‑label classifier trained…
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Roll for Initiative: how to make the world of AI a more ethical placelinux.conf.au 20222022-01-14
PhD work shows how to de-bias a GAN by altering training data and retraining, and the speaker reports using generated 3D humans and StyleGAN instead of real…
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