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Pith Number

pith:D6WO4YPQ

pith:2024:D6WO4YPQLHHGDMRLSYPXFGIZFS
not attested not anchored not stored refs pending

In-Context Deep Learning via Transformer Models

Han Liu, Jerry Yao-Chieh Hu, Maojiang Su, Weimin Wu, Zhao Song

arxiv:2411.16549 v2 · 2024-11-25 · cs.LG

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\usepackage{pith}
\pithnumber{D6WO4YPQLHHGDMRLSYPXFGIZFS}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T10:47:56.249220Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1facee61f059ce61b22b961f7299192c9bbcde32d9b10f2a2e0a2076e0e71356

Aliases

arxiv: 2411.16549 · arxiv_version: 2411.16549v2 · doi: 10.48550/arxiv.2411.16549 · pith_short_12: D6WO4YPQLHHG · pith_short_16: D6WO4YPQLHHGDMRL · pith_short_8: D6WO4YPQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/D6WO4YPQLHHGDMRLSYPXFGIZFS \
  | 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: 1facee61f059ce61b22b961f7299192c9bbcde32d9b10f2a2e0a2076e0e71356
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3e871ffa71c2f593b9bd6184eb580ad7fb7322d28b48be60590d8605e63c25eb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T16:32:11Z",
    "title_canon_sha256": "2ac2cf579c94291cfcb1c0f88b7d99aa600ff643cdaa9efd0f8d687d76c47885"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16549",
    "kind": "arxiv",
    "version": 2
  }
}