Department of Mathematics, University of California, Irvine, Irvine, CA, USA; Department of Mathematics, Scientiﬁc Computing and Imaging (SCI) Institute, University of Utah, Salt Lake City, UT, USA; Department of Mathematics, University of California, Los Angeles, Los Angeles, CA, USA; School of Computing, Scientiﬁc Computing and Imaging (SCI) Institute, University of Utah, Salt Lake City, UT, USA
Tan Nguyen, Vai Suliafu, Stanley Osher, Long Chen, Bao Wang
Efficient attention;near-field and far-field decomposition;fast multipole method
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention