Pith Number

pith:QWU6VBVM

pith:2023:QWU6VBVMIUPPQPPOCVPIAJWOJT

not attested not anchored not stored refs pending

The mechanism underlying successful deep learning

Ido Kanter, Ofek Tevet, Ronit D. Gross, Roni Vardi, Shiri Hodassman, Yarden Tzach, Yuval Meir

arxiv:2305.18078 v1 · 2023-05-29 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QWU6VBVMIUPPQPPOCVPIAJWOJT}

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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

Learning Mechanism Underlying NLP Pre-Training and Fine-Tuning

Receipt and verification

First computed	2026-07-05T06:14:52.284764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85a9ea86ac451ef83dee155e8026ce4cffe2a88ec495430ae086474efd4d1844

Aliases

arxiv: 2305.18078 · arxiv_version: 2305.18078v1 · doi: 10.48550/arxiv.2305.18078 · pith_short_12: QWU6VBVMIUPP · pith_short_16: QWU6VBVMIUPPQPPO · pith_short_8: QWU6VBVM

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/QWU6VBVMIUPPQPPOCVPIAJWOJT \
  | 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: 85a9ea86ac451ef83dee155e8026ce4cffe2a88ec495430ae086474efd4d1844

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd60674d2e4f45691b38b975835ebec9e497cb7ea711b3a8caaa0c59924b89ce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-29T13:28:43Z",
    "title_canon_sha256": "26edc378591a351b9cec0e3ec7cacf4a8918199d4c75c0fa921e5a94216fb904"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18078",
    "kind": "arxiv",
    "version": 1
  }
}