avater images, or photos for different discussions

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I am obviously new to this internet stuff, I can not seem to figure out how to put different pictures on for different discussions and I changed my avatar photo back to nothing so I was not using it in all my dicussion but the old photo I had up is still showing up on my discussions. Can anyone give me some advice on what I can do to fix this. Thanks.