Pith Number

pith:JCI4TNUD

pith:2024:JCI4TNUDUIBRJAZLTKV7SDENKV

not attested not anchored not stored refs pending

AHA: Human-Assisted Out-of-Distribution Generalization and Detection

Haoyue Bai, Jifan Zhang, Robert Nowak

arxiv:2410.08000 v1 · 2024-10-10 · 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{JCI4TNUDUIBRJAZLTKV7SDENKV}

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

FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection

Receipt and verification

First computed	2026-07-05T09:18:47.193989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4891c9b683a20314832b9aabf90c8d55558763d8d0fe72ef619b732317cf23b5

Aliases

arxiv: 2410.08000 · arxiv_version: 2410.08000v1 · doi: 10.48550/arxiv.2410.08000 · pith_short_12: JCI4TNUDUIBR · pith_short_16: JCI4TNUDUIBRJAZL · pith_short_8: JCI4TNUD

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/JCI4TNUDUIBRJAZLTKV7SDENKV \
  | 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: 4891c9b683a20314832b9aabf90c8d55558763d8d0fe72ef619b732317cf23b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5899c26b22f7aebf82b8c36b003717563001cdbda417268378d514ba62eeec12",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T14:57:11Z",
    "title_canon_sha256": "5e870dd042543ce53f828f657c681c629ab4403e0b226527c809dbaadeb79631"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08000",
    "kind": "arxiv",
    "version": 1
  }
}