cs.GR · 2026-07-21 · No. 60
Graphics, 2026-07-21.
1 new papers in cs.GR. Titles, authors,
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01 — The papers
1 entries-
01
EVOLVE: Efficient Learned Volume Compression with Variable-Rate Encoding on a Cross-Domain Database
Kaiyuan Tang, Maizhe Yang, Chaoli Wang
cs.GR · cs.DB · cs.LG
Large-scale scientific simulations generate volumetric data at rates that far outpace advances in storage and network bandwidth, making effective lossy compression increasingly critical. However, conventional compressors often struggle to preserve fine structural details at high compression ratios (CRs), and implicit neural representations (INRs) require costly per-volume optimization and produce models with fixed CRs. To respond, we present...
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