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pith:H6SGY2AE

pith:2026:H6SGY2AEXDF5BXWXJEDPHXQYPD
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BlitzGS: City-Scale Gaussian Splatting at Lightning Speed

Fei Zhu, Guoping Wang, Haojie Jin, Huishan Au, Mai Su, Meng Gai, Yilong Li, Yisong Chen, Zhongtao Wang

BlitzGS delivers order-of-magnitude faster city-scale 3D Gaussian Splatting training via index-parity GPU sharding, scheduled importance scoring, and LOD/importance culling while matching baseline quality.

arxiv:2605.13794 v1 · 2026-05-13 · cs.GR · cs.CV

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3 Author claim open · sign in to claim
4 Citations open
5 Replications open
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Claims

C1strongest claim

On large-scale benchmarks, BlitzGS matches the rendering quality of recent large-scale baselines while delivering an order-of-magnitude speedup, training city-scale scenes in tens of minutes.

C2weakest assumption

That index-parity sharding combined with importance-based culling and LOD gates preserves visual quality equivalent to spatial baselines without introducing new artifacts or visibility errors on city-scale data.

C3one line summary

BlitzGS delivers order-of-magnitude faster city-scale 3D Gaussian Splatting training via index-parity GPU sharding, scheduled importance scoring, and LOD/importance culling while matching baseline quality.

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Receipt and verification
First computed 2026-05-18T02:44:15.588953Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3fa46c6804b8cbd0ded74906f3de1878f7d514a844c973a924804c9d50a0174a

Aliases

arxiv: 2605.13794 · arxiv_version: 2605.13794v1 · doi: 10.48550/arxiv.2605.13794 · pith_short_12: H6SGY2AEXDF5 · pith_short_16: H6SGY2AEXDF5BXWX · pith_short_8: H6SGY2AE
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Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/H6SGY2AEXDF5BXWXJEDPHXQYPD \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 3fa46c6804b8cbd0ded74906f3de1878f7d514a844c973a924804c9d50a0174a
Canonical record JSON
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    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GR",
    "submitted_at": "2026-05-13T17:13:59Z",
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