Pith Number

pith:I6Y5FPHC

pith:2017:I6Y5FPHCD3MFATETWB26D3YAIR

not attested not anchored not stored refs pending

Gradual Tuning: a better way of Fine Tuning the parameters of a Deep Neural Network

Alexander V. Terekhov, Guglielmo Montone, J. Kevin O'Regan

arxiv:1711.10177 v1 · 2017-11-28 · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I6Y5FPHCD3MFATETWB26D3YAIR}

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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

Layout-Aware Representation Learning for Open-Set ID Fraud Discovery

Receipt and verification

First computed	2026-05-18T00:29:23.093528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47b1d2bce21ed8504c93b075e1ef00444f1fee83bd428cf556413679c9bba60b

Aliases

arxiv: 1711.10177 · arxiv_version: 1711.10177v1 · doi: 10.48550/arxiv.1711.10177 · pith_short_12: I6Y5FPHCD3MF · pith_short_16: I6Y5FPHCD3MFATET · pith_short_8: I6Y5FPHC

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/I6Y5FPHCD3MFATETWB26D3YAIR \
  | 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: 47b1d2bce21ed8504c93b075e1ef00444f1fee83bd428cf556413679c9bba60b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f41bd2e108b73bf71decb5aa1310014347cd5626d2eb353b62f27d5be67ea1fc",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-11-28T08:48:39Z",
    "title_canon_sha256": "cfd24a46f184ab263c270b9b4055beaccbfd24d6dde17cd90c8f1da0f8a3e457"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.10177",
    "kind": "arxiv",
    "version": 1
  }
}