Pith Number

pith:7FFVS2O6

pith:2023:7FFVS2O65QAETVSZ27I6R4ZCDG

not attested not anchored not stored refs pending

Adaptive Multi-head Contrastive Learning

Lei Wang, Liang Zheng, Piotr Koniusz, Tom Gedeon

arxiv:2310.05615 v3 · 2023-10-09 · cs.CV · cs.AI · 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{7FFVS2O65QAETVSZ27I6R4ZCDG}

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

Multi-level Supervised Contrastive Learning

Receipt and verification

First computed	2026-07-05T09:10:29.417727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f94b5969deec0049d659d7d1e8f32219b5e3514cf64c5a032ed98514bfa57711

Aliases

arxiv: 2310.05615 · arxiv_version: 2310.05615v3 · doi: 10.48550/arxiv.2310.05615 · pith_short_12: 7FFVS2O65QAE · pith_short_16: 7FFVS2O65QAETVSZ · pith_short_8: 7FFVS2O6

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/7FFVS2O65QAETVSZ27I6R4ZCDG \
  | 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: f94b5969deec0049d659d7d1e8f32219b5e3514cf64c5a032ed98514bfa57711

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e9545e906fa65561e0fcf6d2d9deb7a50d34a0de7c657839b27fa15b99c3b4f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-09T11:08:34Z",
    "title_canon_sha256": "35c0429de5e813ee9dbc97f58f389324cfea039bfffef288ff929e4b117ca025"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05615",
    "kind": "arxiv",
    "version": 3
  }
}