Pith Number

pith:ME2NW3RE

pith:2025:ME2NW3RE3WTR6MRGEQHJ4P33S5

not attested not anchored not stored refs pending

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

Hope Mogale, Kyungim Baek, Moseli Mots'oehli

arxiv:2505.04375 v1 · 2025-05-07 · 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{ME2NW3RE3WTR6MRGEQHJ4P33S5}

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.

Receipt and verification

First computed	2026-07-05T10:59:50.992050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6134db6e24dda71f3226240e9e3f7b9745d834a58e112a200a3f24af3325b359

Aliases

arxiv: 2505.04375 · arxiv_version: 2505.04375v1 · doi: 10.48550/arxiv.2505.04375 · pith_short_12: ME2NW3RE3WTR · pith_short_16: ME2NW3RE3WTR6MRG · pith_short_8: ME2NW3RE

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/ME2NW3RE3WTR6MRGEQHJ4P33S5 \
  | 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: 6134db6e24dda71f3226240e9e3f7b9745d834a58e112a200a3f24af3325b359

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acbc870bdbe419f1d0be61913618e0ce1a7bb70e3ca8e29c05a192b651b5b2e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-07T12:53:13Z",
    "title_canon_sha256": "19e4afafbf55a5ba12da5709ae56c63750e36f53e4f68404a538be7f8cc17a0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04375",
    "kind": "arxiv",
    "version": 1
  }
}