Pith Number

pith:ULUSVDVV

pith:2025:ULUSVDVVAVQQNWEVXHOLEDZETW

not attested not anchored not stored refs pending

NOFT: Test-Time Noise Finetune via Information Bottleneck for Highly Correlated Asset Creation

Huaibo Huang, Jia Li, Nan Gao, Ran He

arxiv:2505.12235 v1 · 2025-05-18 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ULUSVDVVAVQQNWEVXHOLEDZETW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:05:00.601508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2e92a8eb5056106d895b9dcb20f249d959b26eab8854c0e65a6c63a225729d6

Aliases

arxiv: 2505.12235 · arxiv_version: 2505.12235v1 · doi: 10.48550/arxiv.2505.12235 · pith_short_12: ULUSVDVVAVQQ · pith_short_16: ULUSVDVVAVQQNWEV · pith_short_8: ULUSVDVV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ULUSVDVVAVQQNWEVXHOLEDZETW \
  | 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: a2e92a8eb5056106d895b9dcb20f249d959b26eab8854c0e65a6c63a225729d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ca1b9da5227466eb8d3998d2b6a6cd2d30d1ddf2ca46d5c1dd83b8faf8f617a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-18T05:09:47Z",
    "title_canon_sha256": "7787c03d76a4ab1e91f91c5ccc80e98b1a76a936caa93edb65187ca40aa03dee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12235",
    "kind": "arxiv",
    "version": 1
  }
}