Pith Number

pith:KQ7TFNWR

pith:2022:KQ7TFNWRFTOPCQYNWYQKCWBJT5

not attested not anchored not stored refs pending

PARS: Pseudo-Label Aware Robust Sample Selection for Learning with Noisy Labels

Arushi Goel, Jordan Massiah, Yunlong Jiao

arxiv:2201.10836 v1 · 2022-01-26 · 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{KQ7TFNWRFTOPCQYNWYQKCWBJT5}

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

Leveraging Data Symmetries to Select an Optimal Subset of Training Data under Label Noise

Receipt and verification

First computed	2026-07-05T03:51:50.104678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

543f32b6d12cdcf1430db620a158299f67854b04adfe5bfdab46372aa6f41e4c

Aliases

arxiv: 2201.10836 · arxiv_version: 2201.10836v1 · doi: 10.48550/arxiv.2201.10836 · pith_short_12: KQ7TFNWRFTOP · pith_short_16: KQ7TFNWRFTOPCQYN · pith_short_8: KQ7TFNWR

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/KQ7TFNWRFTOPCQYNWYQKCWBJT5 \
  | 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: 543f32b6d12cdcf1430db620a158299f67854b04adfe5bfdab46372aa6f41e4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37d88b186b2aff8e31b0308dd580879816f7f8b8f59ff68bc75df4109227a1c4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-01-26T09:31:55Z",
    "title_canon_sha256": "5b1aab513b39272579347814d489e7ac013893eb192c88ff9c265df79c59835b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.10836",
    "kind": "arxiv",
    "version": 1
  }
}