How can I get my name removed from the acknowledgments of a published paper? I was actively working in a research project, contributing experiments, hypotheses and analysis. Suddenly, I was forced to leave the program. The adviser stopped to sponsor me and replaced me by another person (who had only contributed purification for 3 weeks). I was relegated from the second to the third or fourth author. The supervisor decided all this without consulting anyone in the project.

Finding this unfair, I resigned from the paper, and I specifically requested not to be acknowledged at all. Against my wishes, however, my name was included in the acknowledgement, as if nothing had happened. I was stunned. (The paper itself was not even very fascinating.) 

What can I do to have my name completely removed from this published paper? This includes not only the authorship but also the acknowledgment and anything else. 

Thank you for everyone's answers.

My point is I do not want to be in academic at all so there is not much to talk deeper of academic career.

I was never informed about this publication

ie I was not given a copy before it was sent to publication.

I did not know when and where it was published until I was looking for job and looking for details of that work after a year later.

I had very explicitly stated that I did not want to be involved in this publication by the time I left. This was cc'ed to a third party.

The result I had was not reproducible and I did not agree the methodology of the publication on top of the disagreement.
You can't, and you shouldn't.

Authors are obliged to give proper credit to everyone who does work contributing to a paper. This is why papers must cite earlier relevant research.  By failing to acknowledge you, the authors would be falsely claiming credit for your work, just as if they had failed to cite a relevant paper in which you were an author.

Unless the acknowledgement is factually inaccurate, your disagreement with the authors is irrelevant.