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i am encoding my input data into shape [batch,K], and my target is in shape [batch,K],
but each element in the target is continous between 0,1.
i want to make the encoder minimize the distance between vectors with closer embeddings, and push other away.
trying to do it without grouping items to bins/quantization.
do you have an idea how to modify the supcontrast to handle it?
basically asking for a suloution for a regression problem, not classification
The text was updated successfully, but these errors were encountered:
tomer-erez
changed the title
is there an implementation for continuos targets?
is there an implementation for continuos targets(regression task)?
Jan 27, 2025
tomer-erez
changed the title
is there an implementation for continuos targets(regression task)?
is there a loss implementation for continuos targets(regression task)?
Jan 27, 2025
i am encoding my input data into shape [batch,K], and my target is in shape [batch,K],
but each element in the target is continous between 0,1.
i want to make the encoder minimize the distance between vectors with closer embeddings, and push other away.
trying to do it without grouping items to bins/quantization.
do you have an idea how to modify the supcontrast to handle it?
basically asking for a suloution for a regression problem, not classification
The text was updated successfully, but these errors were encountered: