Pith Number

pith:VWVVMD7I

pith:2024:VWVVMD7IWIAYYUDYVTG64VCLKF

not attested not anchored not stored refs pending

Rethinking Positive Pairs in Contrastive Learning

Jiantao Wu, Josef Kitler, Muhammad Awais, Sara Atito, Shentong Mo, Zhenhua Feng

arxiv:2410.18200 v2 · 2024-10-23 · 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{VWVVMD7IWIAYYUDYVTG64VCLKF}

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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

Robust Fairness Vision-Language Learning for Medical Image Analysis

Receipt and verification

First computed	2026-07-05T11:11:36.405012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adab560fe8b2018c5078accdee544b51663a4b548e66813e7622703667355eb6

Aliases

arxiv: 2410.18200 · arxiv_version: 2410.18200v2 · doi: 10.48550/arxiv.2410.18200 · pith_short_12: VWVVMD7IWIAY · pith_short_16: VWVVMD7IWIAYYUDY · pith_short_8: VWVVMD7I

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/VWVVMD7IWIAYYUDYVTG64VCLKF \
  | 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: adab560fe8b2018c5078accdee544b51663a4b548e66813e7622703667355eb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b00dcacee9a4d8c254b316b666d7ad8d5fd813f5b06ef09ae292542b0df2bdff",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-23T18:07:18Z",
    "title_canon_sha256": "143c6d47bf39b2a529a7c8044eba5a2eec1f788b57d0038cf60a85fa5b96b414"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18200",
    "kind": "arxiv",
    "version": 2
  }
}