Pith Number

pith:GMBWGGHR

pith:2020:GMBWGGHRCWE5VIO6AMVFGDCZKO

not attested not anchored not stored refs pending

A Survey on Deep Learning with Noisy Labels: How to train your model when you cannot trust on the annotations?

Filipe R. Cordeiro, Gustavo Carneiro

arxiv:2012.03061 v1 · 2020-12-05 · cs.LG · 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{GMBWGGHRCWE5VIO6AMVFGDCZKO}

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	2026-07-05T01:57:25.381429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33036318f11589daa1de032a530c5953830d05d7745192f49dca5511b0f91d46

Aliases

arxiv: 2012.03061 · arxiv_version: 2012.03061v1 · doi: 10.48550/arxiv.2012.03061 · pith_short_12: GMBWGGHRCWE5 · pith_short_16: GMBWGGHRCWE5VIO6 · pith_short_8: GMBWGGHR

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/GMBWGGHRCWE5VIO6AMVFGDCZKO \
  | 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: 33036318f11589daa1de032a530c5953830d05d7745192f49dca5511b0f91d46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "108c056755cbbfa807a22920f84a0f4d99fc088482d270577b81ae56651ede2f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-05T15:45:20Z",
    "title_canon_sha256": "add72ffcd96969d1f38db58b80553a195345f4e02945e4afa82ea50b5c011560"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.03061",
    "kind": "arxiv",
    "version": 1
  }
}