Pith Number

pith:HVNUHGV4

pith:2022:HVNUHGV4DN2CASXEA4XTSIYWTW

not attested not anchored not stored refs pending

Instance-Dependent Noisy Label Learning via Graphical Modelling

Arpit Garg, Cuong Nguyen, Gustavo Carneiro, Rafael Felix, Thanh-Toan Do

arxiv:2209.00906 v1 · 2022-09-02 · cs.CV · 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{HVNUHGV4DN2CASXEA4XTSIYWTW}

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	2026-07-05T04:54:06.531967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d5b439abc1b74204ae4072f3923169d9f40939a03abdff34cc9e51e9869b330

Aliases

arxiv: 2209.00906 · arxiv_version: 2209.00906v1 · doi: 10.48550/arxiv.2209.00906 · pith_short_12: HVNUHGV4DN2C · pith_short_16: HVNUHGV4DN2CASXE · pith_short_8: HVNUHGV4

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/HVNUHGV4DN2CASXEA4XTSIYWTW \
  | 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: 3d5b439abc1b74204ae4072f3923169d9f40939a03abdff34cc9e51e9869b330

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de34ce5d5d7a89b71c960fa4c37e498a8ebebfd96fd9441a265f20a826efd606",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-02T09:27:37Z",
    "title_canon_sha256": "8ecb8928932299489b134ea339ebe835e95aaf4b93a3a15629ba937eb757230f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.00906",
    "kind": "arxiv",
    "version": 1
  }
}