Pith Number

pith:WWF7IPRF

pith:2024:WWF7IPRFI3U5QRH3SLHHZ4EHDT

not attested not anchored not stored refs pending

Active Data Curation Effectively Distills Large-Scale Multimodal Models

Alessio Tonioni, Federico Tombari, Muhammad Ferjad Naeem, Nikhil Parthasarathy, Olivier J. H\'enaff, Samuel Albanie, Talfan Evans, Vishaal Udandarao, Yongqin Xian

arxiv:2411.18674 v2 · 2024-11-27 · cs.CV · 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{WWF7IPRFI3U5QRH3SLHHZ4EHDT}

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

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Receipt and verification

First computed	2026-07-05T10:58:20.780365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b58bf43e2546e9d844fb92ce7cf0871cd7362efa87e286a7db7ee8be1ad7e4e8

Aliases

arxiv: 2411.18674 · arxiv_version: 2411.18674v2 · doi: 10.48550/arxiv.2411.18674 · pith_short_12: WWF7IPRFI3U5 · pith_short_16: WWF7IPRFI3U5QRH3 · pith_short_8: WWF7IPRF

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/WWF7IPRFI3U5QRH3SLHHZ4EHDT \
  | 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: b58bf43e2546e9d844fb92ce7cf0871cd7362efa87e286a7db7ee8be1ad7e4e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4a9de80c678310788a4bcd864f70e12f28c1187c35ccb5d2a1d26a8cff85b09",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-27T18:50:15Z",
    "title_canon_sha256": "bc1d6b0e6b3c29f92258057db88f456da9aded19227114f7546cd702308588d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18674",
    "kind": "arxiv",
    "version": 2
  }
}