Pith Number

pith:7XKOM7ZV

pith:2023:7XKOM7ZVMSANJHO3SUCBUI6X7K

not attested not anchored not stored refs pending

On the Role of Neural Collapse in Meta Learning Models for Few-shot Learning

Naren Doraiswamy, Saaketh Medepalli

arxiv:2310.00451 v2 · 2023-09-30 · 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{7XKOM7ZVMSANJHO3SUCBUI6X7K}

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	2026-07-05T06:58:17.646395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdd4e67f356480d49ddb95041a23d7fab134adfa33d1aaf887475068cefd321a

Aliases

arxiv: 2310.00451 · arxiv_version: 2310.00451v2 · doi: 10.48550/arxiv.2310.00451 · pith_short_12: 7XKOM7ZVMSAN · pith_short_16: 7XKOM7ZVMSANJHO3 · pith_short_8: 7XKOM7ZV

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/7XKOM7ZVMSANJHO3SUCBUI6X7K \
  | 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: fdd4e67f356480d49ddb95041a23d7fab134adfa33d1aaf887475068cefd321a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b09efec626ee5d1971bd2dd867a4d86822b6b8c4f9c90621d223c3b30a4fdcf",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-30T18:02:51Z",
    "title_canon_sha256": "82c0947de018ff7906627cac2d86d5cb008cae2827b560cdbfa2fe5134e3aad3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00451",
    "kind": "arxiv",
    "version": 2
  }
}