Pith. sign in
Pith Number

pith:FIGYC3YO

pith:2024:FIGYC3YOMU6OJLRQCOFK5IP4WH
not attested not anchored not stored refs pending

Data-to-Model Distillation: Data-Efficient Learning Framework

Ahmad Sajedi, Ehsan Amjadian, Konstantinos N. Plataniotis, Lucy Z. Liu, Samir Khaki, Yuri A. Lawryshyn

arxiv:2411.12841 v1 · 2024-11-19 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{FIGYC3YOMU6OJLRQCOFK5IP4WH}

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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 2026-07-05T09:38:01.165633Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2a0d816f0e653ce4ae30138aaea1fcb1d700f2998e87daa7a7d21501e5bf9b23

Aliases

arxiv: 2411.12841 · arxiv_version: 2411.12841v1 · doi: 10.48550/arxiv.2411.12841 · pith_short_12: FIGYC3YOMU6O · pith_short_16: FIGYC3YOMU6OJLRQ · pith_short_8: FIGYC3YO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FIGYC3YOMU6OJLRQCOFK5IP4WH \
  | 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: 2a0d816f0e653ce4ae30138aaea1fcb1d700f2998e87daa7a7d21501e5bf9b23
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1b849ff66293036ceb82e47cbc98feba350784d5852cbab29565e5572f902fa9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-19T20:10:28Z",
    "title_canon_sha256": "f85049272c4e2f7896818826531a62e7d2ae94e8d4bb3372150edac06061e052"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12841",
    "kind": "arxiv",
    "version": 1
  }
}