Pith Number

pith:P6LAEH5N

pith:2024:P6LAEH5NIDG227L66UYPZIZGDL

not attested not anchored not stored refs pending

Confidence-aware Contrastive Learning for Selective Classification

Chao Qian, Haopu Shang, Shen-Huan Lyu, Xiangyu Wang, Yu-Chang Wu

arxiv:2406.04745 v1 · 2024-06-07 · 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{P6LAEH5NIDG227L66UYPZIZGDL}

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

Uncertainty-Driven Reliability: Selective Prediction and Trustworthy Deployment in Modern Machine Learning

Receipt and verification

First computed	2026-07-05T08:28:48.885256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f96021fad40cdad7d7ef530fca3261aeba3b2f3d16e14d61822761b5983c4df

Aliases

arxiv: 2406.04745 · arxiv_version: 2406.04745v1 · doi: 10.48550/arxiv.2406.04745 · pith_short_12: P6LAEH5NIDG2 · pith_short_16: P6LAEH5NIDG227L6 · pith_short_8: P6LAEH5N

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/P6LAEH5NIDG227L66UYPZIZGDL \
  | 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: 7f96021fad40cdad7d7ef530fca3261aeba3b2f3d16e14d61822761b5983c4df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0ebbfcceb882e4601bfe2ee8ec4bcb4d2083e104e40084072617f1f19bf45cc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-07T08:43:53Z",
    "title_canon_sha256": "b63a844f76051be5bbd011f1490e8f667a155d41e8103218d9cf95c076446229"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04745",
    "kind": "arxiv",
    "version": 1
  }
}