Pith Number

pith:DJCPEPJ6

pith:2024:DJCPEPJ6SNZBDVWLTRX6HH3UNH

not attested not anchored not stored refs pending

What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights

Bingchen Zhao, Jiangmiao Pang, Xiaojuan Qi, Xin Wen, Yilun Chen

arxiv:2405.21070 v3 · 2024-05-31 · cs.CV · cs.CL · 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{DJCPEPJ6SNZBDVWLTRX6HH3UNH}

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

Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis

Receipt and verification

First computed	2026-07-05T09:27:01.454910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a44f23d3e937211d6cb9c6fe39f7469f23a495526904ea3e9ef14d0400180e8

Aliases

arxiv: 2405.21070 · arxiv_version: 2405.21070v3 · doi: 10.48550/arxiv.2405.21070 · pith_short_12: DJCPEPJ6SNZB · pith_short_16: DJCPEPJ6SNZBDVWL · pith_short_8: DJCPEPJ6

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/DJCPEPJ6SNZBDVWLTRX6HH3UNH \
  | 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: 1a44f23d3e937211d6cb9c6fe39f7469f23a495526904ea3e9ef14d0400180e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f90962eb59a9fd812c1b92216efc67348c416d2b5025c124fa6835c77cb8003",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-31T17:57:24Z",
    "title_canon_sha256": "e4829f476edde733a2d7f989e981211122ab0d9ec03544e2f0c83675ce38caae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.21070",
    "kind": "arxiv",
    "version": 3
  }
}