Pith Number

pith:HEARIDW6

pith:2021:HEARIDW6UMCLFNIWKCXKIU5FII

not attested not anchored not stored refs pending

To Smooth or Not? When Label Smoothing Meets Noisy Labels

Gang Niu, Hangyu Liu, Jiaheng Wei, Masashi Sugiyama, Tongliang Liu, Yang Liu

arxiv:2106.04149 v6 · 2021-06-08 · 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{HEARIDW6UMCLFNIWKCXKIU5FII}

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

Tri-Info: Generalizable, Interpretable Failure Prediction for VLA Models via Information Theory

Receipt and verification

First computed	2026-07-05T04:34:45.733244Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3901140edea304b2b51650aea453a542237cb3a6336cf450e9efa931705b442d

Aliases

arxiv: 2106.04149 · arxiv_version: 2106.04149v6 · doi: 10.48550/arxiv.2106.04149 · pith_short_12: HEARIDW6UMCL · pith_short_16: HEARIDW6UMCLFNIW · pith_short_8: HEARIDW6

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/HEARIDW6UMCLFNIWKCXKIU5FII \
  | 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: 3901140edea304b2b51650aea453a542237cb3a6336cf450e9efa931705b442d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bfc2b98e7c66242bb3b4881900656a5044a85f41d67ef7d5a97d02e124e4ce6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-08T07:32:29Z",
    "title_canon_sha256": "1047a0e87f60b960787e33ad9eec16764be87142bdf4a5210d17ec392dca6568"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04149",
    "kind": "arxiv",
    "version": 6
  }
}