Pith Number

pith:YTXHDP2B

pith:2024:YTXHDP2BT2JA2YHRR72HTUMJS2

not attested not anchored not stored refs pending

A CLIP-Powered Framework for Robust and Generalizable Data Selection

Dongzhan Zhou, Furao Shen, Peng Ye, Suorong Yang, Wanli Ouyang

arxiv:2410.11215 v2 · 2024-10-15 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YTXHDP2BT2JA2YHRR72HTUMJS2}

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

4 papers in Pith

Beyond What to Select: A Plug-and-play Oscillatory Data-Volume Scheduling for Efficient Model Training

Right Predictions, Misleading Explanations: On the Vulnerability of Vision-Language Model Explanations

Data Agent: Learning to Select Data via End-to-End Dynamic Optimization

Receipt and verification

First computed	2026-07-05T11:24:07.255840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4ee71bf419e920d60f18ff479d18996aa7c42f14ec53930edd65cf7ae10d4f6

Aliases

arxiv: 2410.11215 · arxiv_version: 2410.11215v2 · doi: 10.48550/arxiv.2410.11215 · pith_short_12: YTXHDP2BT2JA · pith_short_16: YTXHDP2BT2JA2YHR · pith_short_8: YTXHDP2B

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/YTXHDP2BT2JA2YHRR72HTUMJS2 \
  | 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: c4ee71bf419e920d60f18ff479d18996aa7c42f14ec53930edd65cf7ae10d4f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12deeaaf469a708a7d4a3fad6b7b5d7c1307b2d1215348c7046364c22b2f94ef",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-15T03:00:58Z",
    "title_canon_sha256": "22c6dd0389ea48b32059791a707cd935ac9df56147905a3b2e429f66bba1267c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.11215",
    "kind": "arxiv",
    "version": 2
  }
}