Armanoth t1_jdc2vt0 wrote
Reply to comment by Tejalapeno in [R] Introducing SIFT: A New Family of Sparse Iso-FLOP Transformations to Improve the Accuracy of Computer Vision and Language Models by CS-fan-101
While the paper is good and definetly presents some novel approach. Re-using existing acronyms, especially such prominent ones. The main purpose of these acronyms to allow for readers to easily identify and reference existing methods.
If your choice of acronym forces all subsequent research to have to elaborate on which SIFT is mentioned, it is not only a poor choice but also a point of confusion. And existing papers that mention SIFT are retroactively affected.
As many in this thread has pointed out, there are other equally catchy, non-overlapping acronyms that could have been chosen.
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