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meldiwin t1_iuxmgkv wrote

I am not in the field, but I am working on multi-materials architecture designs and one of the questions how can I started design such system to come up with new possibilities of architecture and new geometries. While reading the abstract in that paper it mentions "novel object synthesis" what this mean actually?

I am also struggling to understand what are the possibilities behind the explosion of diffusion models beyond art, sorry if that sound ignorant but I want to understand and deploy this in my work hopefully.

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msbeaute00000001 t1_iuxrxkk wrote

I would say that you should colab with someone in the field, doing this by yourself when you are not in the field might take a lot of time and a bit lower chance of success.

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meldiwin t1_iuxshbk wrote

Do you have any names you would recommend?

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msbeaute00000001 t1_iv2010u wrote

You just need to find someone working in the ML/AI that you could work with. This person needs to understand your problem and convert it into a ML problem. If you don't mind, I can take a look. I am looking for someway to apply my skills anyway.

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LetterRip t1_iuxy54g wrote

pretty sure 'novel object' means a image that is the combination of multiple objects so for instance - dog + coffee_pot = dog with some characteristics of a coffee_pot (in the image examples the head was short of coffee pot like). rabbit + tiger = rabbit with tiger charactistics. rabbit + sheep = rabbit with sheep characteristics (the example showed a rabbit with a wool like texture as opposed to rabbit fur texture).

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