Pith Number

pith:JIUHOO2U

pith:2025:JIUHOO2U6AJI3IIXLA72QNJSF2

not attested not anchored not stored refs pending

Outlier Synthesis via Hamiltonian Monte Carlo for Out-of-Distribution Detection

Hengzhuang Li, Teng Zhang

arxiv:2501.16718 v2 · 2025-01-28 · 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{JIUHOO2U6AJI3IIXLA72QNJSF2}

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

1 paper in Pith

HamBR: Active Decision Boundary Restoration Based on Hamiltonian Dynamics for Learning with Noisy Labels

Receipt and verification

First computed	2026-07-05T10:09:52.307248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a28773b54f0128da117583fa835322ea8c49755b91a0e179fafcd13c69aec45

Aliases

arxiv: 2501.16718 · arxiv_version: 2501.16718v2 · doi: 10.48550/arxiv.2501.16718 · pith_short_12: JIUHOO2U6AJI · pith_short_16: JIUHOO2U6AJI3IIX · pith_short_8: JIUHOO2U

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/JIUHOO2U6AJI3IIXLA72QNJSF2 \
  | 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: 4a28773b54f0128da117583fa835322ea8c49755b91a0e179fafcd13c69aec45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f628aca80977e0a95a9b67466a0bfb6a11395e2ec3103f456e13f969a5d3d72",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-28T05:50:54Z",
    "title_canon_sha256": "0ae39eb2ae7a3505ef50b5cfa9282c1d0e90b867d635cda7e2d227183f8305c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16718",
    "kind": "arxiv",
    "version": 2
  }
}