Pith. sign in
Pith Number

pith:ISL35NBQ

pith:2025:ISL35NBQDPGWZQ2DXLPGUTZLMG
not attested not anchored not stored refs pending

Dream-Box: Object-wise Outlier Generation for Out-of-Distribution Detection

Brian K. S. Isaac-Medina, Toby P. Breckon

arxiv:2504.18746 v1 · 2025-04-25 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ISL35NBQDPGWZQ2DXLPGUTZLMG}

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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 2026-07-05T10:54:20.746727Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4497beb4301bcd6cc343bade6a4f2b618e0b304b13f32989889fc6437e1d9b31

Aliases

arxiv: 2504.18746 · arxiv_version: 2504.18746v1 · doi: 10.48550/arxiv.2504.18746 · pith_short_12: ISL35NBQDPGW · pith_short_16: ISL35NBQDPGWZQ2D · pith_short_8: ISL35NBQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ISL35NBQDPGWZQ2DXLPGUTZLMG \
  | 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: 4497beb4301bcd6cc343bade6a4f2b618e0b304b13f32989889fc6437e1d9b31
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "81b75018e95ce7e24017bd8647d389a86ff314e2ef64bb4a5af0e3e69969db41",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-25T23:52:27Z",
    "title_canon_sha256": "991753085c47247f651cf8563155e7d86a4be2282089728aca8896a163046b25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18746",
    "kind": "arxiv",
    "version": 1
  }
}