Pith Number

pith:ZN3QLLJ7

pith:2022:ZN3QLLJ7YYR2OFLN5GFXJ2XM2S

not attested not anchored not stored refs pending

Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning

Carlos Fernandez-Granda, Kangning Liu, Krzysztof J. Geras, Narges Razavian, Sheng Liu, Weicheng Zhu, Yiqiu Shen

arxiv:2210.09452 v2 · 2022-10-17 · 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{ZN3QLLJ7YYR2OFLN5GFXJ2XM2S}

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.

Receipt and verification

First computed	2026-07-05T06:30:02.384233Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb7705ad3fc623a7156de98b74eaecd486d5412b72290be3f6d30a23dc416032

Aliases

arxiv: 2210.09452 · arxiv_version: 2210.09452v2 · doi: 10.48550/arxiv.2210.09452 · pith_short_12: ZN3QLLJ7YYR2 · pith_short_16: ZN3QLLJ7YYR2OFLN · pith_short_8: ZN3QLLJ7

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/ZN3QLLJ7YYR2OFLN5GFXJ2XM2S \
  | 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: cb7705ad3fc623a7156de98b74eaecd486d5412b72290be3f6d30a23dc416032

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21ddc7eeaeb1ccd4d89328991449bc71f6a42aa1dd045f9517ce398edef351f3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-17T21:43:32Z",
    "title_canon_sha256": "ace0f460a8719b1fe94476be991bef4a937212fc84eecec906355e53fc6ca7d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.09452",
    "kind": "arxiv",
    "version": 2
  }
}