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About this paper
Dhruv Sarkar, Aprameyo Chakrabartty, Anish Chakrabarty, Swagatam Das
The authors introduce relation-aware sliced Gromov–Wasserstein methods for aligning datasets with incompatible coordinates. They sample projection directions around centers formed from within-domain pairs in both datasets, rather than choosing directions uniformly. In a synthetic 3D-to-2D generation experiment, RASGW reports a GW-2 score of 18.80±2.46, versus 122.54±11.94 for uniform slicing, but takes longer than SGW. This result is limited to that comparison.
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