Pith Number

pith:FD4RKBQI

pith:2023:FD4RKBQIDSF4LIBCBZ547NAZUE

not attested not anchored not stored refs pending

Generalized Neural Collapse for a Large Number of Classes

Chong You, Dustin Mixon, Jiachen Jiang, Jinxin Zhou, Peng Wang, Qing Qu, Zhihui Zhu

arxiv:2310.05351 v3 · 2023-10-09 · cs.LG · cs.AI · cs.CV · cs.IT · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FD4RKBQIDSF4LIBCBZ547NAZUE}

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

The Implicit Bias of Depth: From Neural Collapse to Softmax Codes

Receipt and verification

First computed	2026-07-05T07:05:48.042500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28f91506081c8bc5a0220e7bcfb419a1236e85eb64d7a3f5c68dabf48a3a7ef4

Aliases

arxiv: 2310.05351 · arxiv_version: 2310.05351v3 · doi: 10.48550/arxiv.2310.05351 · pith_short_12: FD4RKBQIDSF4 · pith_short_16: FD4RKBQIDSF4LIBC · pith_short_8: FD4RKBQI

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/FD4RKBQIDSF4LIBCBZ547NAZUE \
  | 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: 28f91506081c8bc5a0220e7bcfb419a1236e85eb64d7a3f5c68dabf48a3a7ef4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df699c30712de0aaf17b4e06cf4b525a5868f087ae9396f9d462c754dd2e1a02",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-09T02:27:04Z",
    "title_canon_sha256": "12100c4f27d09f6245bb751457dd889b5b04a861562df2ca6a5af01a7212b503"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05351",
    "kind": "arxiv",
    "version": 3
  }
}