Pith Number

pith:VTYFA6XC

pith:2024:VTYFA6XCPDW5RZD5PHGTS4N7CX

not attested not anchored not stored refs pending

On Pretraining Data Diversity for Self-Supervised Learning

Adel Bibi, Bernard Ghanem, Fabio Pizzati, Hasan Abed Al Kader Hammoud, Philip Torr, Tuhin Das

arxiv:2403.13808 v3 · 2024-03-20 · 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{VTYFA6XCPDW5RZD5PHGTS4N7CX}

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

Understanding Trade offs When Conditioning Synthetic Data

Receipt and verification

First computed	2026-07-05T08:45:26.514424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acf0507ae278edd8e47d79cd3971bf15c3acf63ae8d08be8da699819f289deed

Aliases

arxiv: 2403.13808 · arxiv_version: 2403.13808v3 · doi: 10.48550/arxiv.2403.13808 · pith_short_12: VTYFA6XCPDW5 · pith_short_16: VTYFA6XCPDW5RZD5 · pith_short_8: VTYFA6XC

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/VTYFA6XCPDW5RZD5PHGTS4N7CX \
  | 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: acf0507ae278edd8e47d79cd3971bf15c3acf63ae8d08be8da699819f289deed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "123887ed1967420cea05b69359b4afb7bf8de4ade8776410a45f245e973e7c94",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-20T17:59:58Z",
    "title_canon_sha256": "73a8537f068c5815ac2143d2dc6a8b2425d0b8aa7ef99eb5530dbb20fc093468"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13808",
    "kind": "arxiv",
    "version": 3
  }
}