Pith Number

pith:WWUBKIQ2

pith:2020:WWUBKIQ2UOHIB7ZF27Q5Y7UIII

not attested not anchored not stored refs pending

The Golden Ratio of Learning and Momentum

Stefan Jaeger

arxiv:2006.04751 v1 · 2020-06-08 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WWUBKIQ2UOHIB7ZF27Q5Y7UIII}

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.

Cited by

1 paper in Pith

An Analysis of Layer-Freezing Strategies for Enhanced Transfer Learning in YOLO Architectures

Receipt and verification

First computed	2026-07-05T01:08:48.363489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5a815221aa38e80ff25d7e1dc7e8842000eb8c1dae63503e0cb41acac18ccc0

Aliases

arxiv: 2006.04751 · arxiv_version: 2006.04751v1 · doi: 10.48550/arxiv.2006.04751 · pith_short_12: WWUBKIQ2UOHI · pith_short_16: WWUBKIQ2UOHIB7ZF · pith_short_8: WWUBKIQ2

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/WWUBKIQ2UOHIB7ZF27Q5Y7UIII \
  | 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: b5a815221aa38e80ff25d7e1dc7e8842000eb8c1dae63503e0cb41acac18ccc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82e93fd806ca70256227e0dca5130a5427bd191a1ef781e311da7b8ee2e16164",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-08T17:08:13Z",
    "title_canon_sha256": "cd5fd36e0b46df431cd1db258ce204f7b010ae52966d7888d66905d0e9afa0f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04751",
    "kind": "arxiv",
    "version": 1
  }
}