Pith Number

pith:6CKVKC5O

pith:2023:6CKVKC5O4F2SMSTFK6NBHLYPCD

not attested not anchored not stored refs pending

Your representations are in the network: composable and parallel adaptation for large scale models

Alessandro Achille, Ashwin Swaminathan, Avinash Ravichandran, Benjamin Bowman, Charless Fowlkes, Hao Yang, Luca Zancato, Stefano Soatto, Varsha Vivek, Yonatan Dukler

arxiv:2303.04105 v2 · 2023-03-07 · cs.LG · 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{6CKVKC5O4F2SMSTFK6NBHLYPCD}

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	2026-07-05T07:07:07.769416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f095550baee175264a65579a13af0f10fa14009115931329959f7e0dff5265ab

Aliases

arxiv: 2303.04105 · arxiv_version: 2303.04105v2 · doi: 10.48550/arxiv.2303.04105 · pith_short_12: 6CKVKC5O4F2S · pith_short_16: 6CKVKC5O4F2SMSTF · pith_short_8: 6CKVKC5O

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/6CKVKC5O4F2SMSTFK6NBHLYPCD \
  | 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: f095550baee175264a65579a13af0f10fa14009115931329959f7e0dff5265ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b28cfca77447b61e460e5f0d0490297fe8b7d9855bb14f696a93d387c325fc07",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-07T18:12:24Z",
    "title_canon_sha256": "5443f95a6b2e51f698d39d2efb28fad947884e22f0adc960108677b27ea3fbb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.04105",
    "kind": "arxiv",
    "version": 2
  }
}