Pith Number

pith:JNVAS663

pith:2023:JNVAS6632ZWFTB625DCIUL2MG4

not attested not anchored not stored refs pending

Multi-Head Multi-Loss Model Calibration

Adrian Galdran, Gustavo Carneiro, Johan Verjans, Miguel A. Gonz\'alez Ballester

arxiv:2303.01099 v1 · 2023-03-02 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JNVAS6632ZWFTB625DCIUL2MG4}

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	2026-07-05T05:47:26.865238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b6a097bdbd66c5987dae8c48a2f4c37325cd0b519e5a400ee897b2de516a32c

Aliases

arxiv: 2303.01099 · arxiv_version: 2303.01099v1 · doi: 10.48550/arxiv.2303.01099 · pith_short_12: JNVAS6632ZWF · pith_short_16: JNVAS6632ZWFTB62 · pith_short_8: JNVAS663

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/JNVAS6632ZWFTB625DCIUL2MG4 \
  | 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: 4b6a097bdbd66c5987dae8c48a2f4c37325cd0b519e5a400ee897b2de516a32c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05bddf451d771a12bfc2f875fc9665d879cf35972aba402f74c641300f561a27",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-02T09:32:32Z",
    "title_canon_sha256": "272e762f385213b02148530b1d6b5839ea5616cb792d62c519104092225db084"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01099",
    "kind": "arxiv",
    "version": 1
  }
}