Pith Number

pith:JGYBK2JH

pith:2025:JGYBK2JHA3T6AYIRHRSBFOMIGB

not attested not anchored not stored refs pending

Improving Fine-Tuning with Latent Cluster Correction

C\'edric Ho Thanh

arxiv:2501.11919 v1 · 2025-01-21 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGYBK2JHA3T6AYIRHRSBFOMIGB}

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.

Receipt and verification

First computed	2026-07-05T10:03:15.999228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49b015692706e7e061113c6412b988306eb21264d95fdfde2b533663f63eed41

Aliases

arxiv: 2501.11919 · arxiv_version: 2501.11919v1 · doi: 10.48550/arxiv.2501.11919 · pith_short_12: JGYBK2JHA3T6 · pith_short_16: JGYBK2JHA3T6AYIR · pith_short_8: JGYBK2JH

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/JGYBK2JHA3T6AYIRHRSBFOMIGB \
  | 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: 49b015692706e7e061113c6412b988306eb21264d95fdfde2b533663f63eed41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37d1d2daa815264ee67846d2c1fbcf6fc2e3cccd87429e142d4cec93b8a2a37e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-21T06:47:27Z",
    "title_canon_sha256": "f4104430bb1be5d2a2ff4b69ba0b7ddfb6b3852846f6a7873664cf92d3980ffe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11919",
    "kind": "arxiv",
    "version": 1
  }
}