Pith Number

pith:TT6X4SZI

pith:2021:TT6X4SZI6A24HMQ5PZSCRMR3FU

not attested not anchored not stored refs pending

On the Robustness of Monte Carlo Dropout Trained with Noisy Labels

Li Chen, Purvi Goel

arxiv:2103.12002 v1 · 2021-03-22 · 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{TT6X4SZI6A24HMQ5PZSCRMR3FU}

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	2026-07-05T02:25:14.154560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cfd7e4b28f035c3b21d7e6428b23b2d087ce9ac6426756fffb71b4bed4d1294

Aliases

arxiv: 2103.12002 · arxiv_version: 2103.12002v1 · doi: 10.48550/arxiv.2103.12002 · pith_short_12: TT6X4SZI6A24 · pith_short_16: TT6X4SZI6A24HMQ5 · pith_short_8: TT6X4SZI

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/TT6X4SZI6A24HMQ5PZSCRMR3FU \
  | 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: 9cfd7e4b28f035c3b21d7e6428b23b2d087ce9ac6426756fffb71b4bed4d1294

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4474e3e6c4d20385f8a535eeb1aabc8caae31520221dfb8a923c975d4f2cd27",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-22T16:52:42Z",
    "title_canon_sha256": "a8b57a259ebddca52f4209b81bbdaf076fce2f90fc7c67ec304c2b38bfa69e4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.12002",
    "kind": "arxiv",
    "version": 1
  }
}