Pith. sign in
Pith Number

pith:ECPKXXAC

pith:2022:ECPKXXACU25KLAX66LWVR2KZKP
not attested not anchored not stored refs pending

Iterative Teaching by Data Hallucination

Adrian Weller, Bernhard Sch\"olkopf, Tim Z. Xiao, Umang Bhatt, Weiyang Liu, Yucen Luo, Zeju Qiu, Zhen Liu

arxiv:2210.17467 v2 · 2022-10-31 · cs.LG · cs.AI · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ECPKXXACU25KLAX66LWVR2KZKP}

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 2026-07-05T06:00:33.242426Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

209eabdc02a6baa582fef2ed58e95953c4b6339af2c177c5d6f20bd5dfc250a2

Aliases

arxiv: 2210.17467 · arxiv_version: 2210.17467v2 · doi: 10.48550/arxiv.2210.17467 · pith_short_12: ECPKXXACU25K · pith_short_16: ECPKXXACU25KLAX6 · pith_short_8: ECPKXXAC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ECPKXXACU25KLAX66LWVR2KZKP \
  | 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: 209eabdc02a6baa582fef2ed58e95953c4b6339af2c177c5d6f20bd5dfc250a2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a0731c8b18126c1c6d48be46b150b152daf96581a263398cd1681b546aae50b2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-31T16:48:47Z",
    "title_canon_sha256": "e340a286b8f69fb44a39285a8a6600fede1ae9febce0485824f4281c99ee3491"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.17467",
    "kind": "arxiv",
    "version": 2
  }
}