Pith Number

pith:SBVW6CYS

pith:2024:SBVW6CYS5FEEV4EV4TBUIWIUQN

not attested not anchored not stored refs pending

Moderating the Generalization of Score-based Generative Model

Dan Guo, He Wang, Richang Hong, Wan Jiang, Xin Zhang, Yunfeng Diao, Zhaoxin Fan

arxiv:2412.07229 v2 · 2024-12-10 · cs.LG · 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{SBVW6CYS5FEEV4EV4TBUIWIUQN}

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	2026-07-05T11:27:22.636017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

906b6f0b12e9484af095e4c3445914834901f603adb539ff3dae4cf667a55443

Aliases

arxiv: 2412.07229 · arxiv_version: 2412.07229v2 · doi: 10.48550/arxiv.2412.07229 · pith_short_12: SBVW6CYS5FEE · pith_short_16: SBVW6CYS5FEEV4EV · pith_short_8: SBVW6CYS

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/SBVW6CYS5FEEV4EV4TBUIWIUQN \
  | 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: 906b6f0b12e9484af095e4c3445914834901f603adb539ff3dae4cf667a55443

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1fc027f4ad77b1ccdef7c7306e22e6ead4b90d6236ce5615f3537d0c46c2a45",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-10T06:41:18Z",
    "title_canon_sha256": "b2311b1f835bd79f8e5c2761275dc7b56ef0ccf3ef39689e107d618f9497ff5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07229",
    "kind": "arxiv",
    "version": 2
  }
}