Pith Number

pith:VTYTMET2

pith:2020:VTYTMET2WS25J6E5KEEZRNEIZY

not attested not anchored not stored refs pending

Multiscale Score Matching for Out-of-Distribution Detection

Ahsan Mahmood, Junier Oliva, Martin Styner

arxiv:2010.13132 v3 · 2020-10-25 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VTYTMET2WS25J6E5KEEZRNEIZY}

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.

Cited by

3 papers in Pith

Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI

Scaling Pretrained Representations Enables Label-Free Out-of-Distribution Detection Without Fine-Tuning

Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes

Receipt and verification

First computed	2026-07-05T02:25:27.323840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acf136127ab4b5d4f89d510998b488ce22716d46eb0e4dbfb86b9bc9df1127c0

Aliases

arxiv: 2010.13132 · arxiv_version: 2010.13132v3 · doi: 10.48550/arxiv.2010.13132 · pith_short_12: VTYTMET2WS25 · pith_short_16: VTYTMET2WS25J6E5 · pith_short_8: VTYTMET2

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/VTYTMET2WS25J6E5KEEZRNEIZY \
  | 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: acf136127ab4b5d4f89d510998b488ce22716d46eb0e4dbfb86b9bc9df1127c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "531bd43c3d12e0d67eb9be2319714033f8c73b3cb2c1c41f15ac7155972a9e1f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-25T15:10:31Z",
    "title_canon_sha256": "ec7efdb8c2ecad23030f225ab0e5bc2d5848ae6a89a2efe1fb60b1661b4d3e5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13132",
    "kind": "arxiv",
    "version": 3
  }
}