Pith Number

pith:SK7PHI2X

pith:2024:SK7PHI2XFJEHLEWZVHEQBJFPUJ

not attested not anchored not stored refs pending

GCI-ViTAL: Gradual Confidence Improvement with Vision Transformers for Active Learning on Label Noise

Kyungim Baek, Moseli Mots'oehli

arxiv:2411.05939 v1 · 2024-11-08 · cs.CV · cs.AI · 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{SK7PHI2XFJEHLEWZVHEQBJFPUJ}

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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

Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise

Receipt and verification

First computed	2026-07-05T09:33:13.698618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92bef3a3572a487592d9a9c900a4afa2712be563e4b7f9cca02194442a6749e6

Aliases

arxiv: 2411.05939 · arxiv_version: 2411.05939v1 · doi: 10.48550/arxiv.2411.05939 · pith_short_12: SK7PHI2XFJEH · pith_short_16: SK7PHI2XFJEHLEWZ · pith_short_8: SK7PHI2X

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/SK7PHI2XFJEHLEWZVHEQBJFPUJ \
  | 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: 92bef3a3572a487592d9a9c900a4afa2712be563e4b7f9cca02194442a6749e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "375d5aa2ec15fe695fead53deed66a0e85c501010173ad238cee70cd3c142c24",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-08T19:59:40Z",
    "title_canon_sha256": "ca0e17d1790a214d71820610b206dc1a62b54458dba662ed1838e2b1598073ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05939",
    "kind": "arxiv",
    "version": 1
  }
}