Pith Number

pith:QHCRETQO

pith:2023:QHCRETQOTIDITLRT4CS3H2MAWL

not attested not anchored not stored refs pending

Neural Collapse in the Intermediate Hidden Layers of Classification Neural Networks

Anton Stengel, Emre Onal, Jake Intrater, Liam Parker

arxiv:2308.02760 v1 · 2023-08-05 · 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{QHCRETQOTIDITLRT4CS3H2MAWL}

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

Pointwise Generalization in Deep Neural Networks

Receipt and verification

First computed	2026-07-05T06:38:06.971403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81c5124e0e9a0689ae33e0a5b3e980b2c2994873869bbe998e071532229951a9

Aliases

arxiv: 2308.02760 · arxiv_version: 2308.02760v1 · doi: 10.48550/arxiv.2308.02760 · pith_short_12: QHCRETQOTIDI · pith_short_16: QHCRETQOTIDITLRT · pith_short_8: QHCRETQO

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/QHCRETQOTIDITLRT4CS3H2MAWL \
  | 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: 81c5124e0e9a0689ae33e0a5b3e980b2c2994873869bbe998e071532229951a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2a49e0685adc64528fc39cc2be903786b667b1fc89ccb0735bb679cffb6dae8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-05T01:19:38Z",
    "title_canon_sha256": "c22f17e54b1582d386bd7e211c664a31754480e79e732f509917f7ac4fd95669"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.02760",
    "kind": "arxiv",
    "version": 1
  }
}