Pith Number

pith:VWKB4KJG

pith:2024:VWKB4KJG5XAJKW7ZQH6P6Z2UBL

not attested not anchored not stored refs pending

Data curation via joint example selection further accelerates multimodal learning

Hamza Merzic, Nikhil Parthasarathy, Olivier J. Henaff, Talfan Evans

arxiv:2406.17711 v1 · 2024-06-25 · cs.LG · 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{VWKB4KJG5XAJKW7ZQH6P6Z2UBL}

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

SLAP: Stratified Loss-based Pruning for On-Policy Data-Efficient Instruction Tuning

Receipt and verification

First computed	2026-07-05T08:36:39.014161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad941e2926edc0955bf981fcff67540ad8f14896a15d4b88c1eb730a4419b8cd

Aliases

arxiv: 2406.17711 · arxiv_version: 2406.17711v1 · doi: 10.48550/arxiv.2406.17711 · pith_short_12: VWKB4KJG5XAJ · pith_short_16: VWKB4KJG5XAJKW7Z · pith_short_8: VWKB4KJG

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/VWKB4KJG5XAJKW7ZQH6P6Z2UBL \
  | 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: ad941e2926edc0955bf981fcff67540ad8f14896a15d4b88c1eb730a4419b8cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5aae069d0083b50df31d1111b9024ad2d4cbcd12e91f54d452bb4e0da9f9ac5f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-25T16:52:37Z",
    "title_canon_sha256": "b0dc21deb351687f6597a0240d8c95ac42bc684a30c0f9f8dd6722d2344957d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17711",
    "kind": "arxiv",
    "version": 1
  }
}