Pith Number

pith:FXU4USJG

pith:2019:FXU4USJGM4V5HG2WMMMMC5QXAA

not attested not anchored not stored refs pending

Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning

Diego Ortego, Eric Arazo, Kevin McGuinness, Noel E. O'Connor, Paul Albert

arxiv:1908.02983 v5 · 2019-08-08 · 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{FXU4USJGM4V5HG2WMMMMC5QXAA}

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

2 papers in Pith

Collaborative Large and Small Language Models for Accurate and Scalable Data Repair

A Semi-Supervised Framework for Speech Confidence Detection using Whisper

Receipt and verification

First computed	2026-07-05T01:13:54.114944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2de9ca4926672bd39b566318c17617001725f434e0ed3bb926f5c57f711c9b18

Aliases

arxiv: 1908.02983 · arxiv_version: 1908.02983v5 · doi: 10.48550/arxiv.1908.02983 · pith_short_12: FXU4USJGM4V5 · pith_short_16: FXU4USJGM4V5HG2W · pith_short_8: FXU4USJG

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/FXU4USJGM4V5HG2WMMMMC5QXAA \
  | 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: 2de9ca4926672bd39b566318c17617001725f434e0ed3bb926f5c57f711c9b18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7a299538b6edfa115585437d346aa03c081945149fad74a9439b0b4e3dcac33",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-08-08T09:17:54Z",
    "title_canon_sha256": "9be0deba94c7e7e28c89b86e83befca5f57ae545d9d1c1a8a99b871dbacef855"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.02983",
    "kind": "arxiv",
    "version": 5
  }
}