Pith Number

pith:57AL5KAS

pith:2023:57AL5KASV25M6F5TIMNVO3NKNT

not attested not anchored not stored refs pending

NECO: NEural Collapse Based Out-of-distribution detection

Antoine Manzanera, Gianni Franchi, Mou\"in Ben Ammar, Nacim Belkhir, Sebastian Popescu

arxiv:2310.06823 v3 · 2023-10-10 · stat.ML · cs.AI · cs.CV · 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{57AL5KASV25M6F5TIMNVO3NKNT}

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

4 papers in Pith

When Confidence Lacks Concepts: Interpretable OOD Detection via Representation Perturbations

From Local Geometry to Global Pseudo Labeling for Robust Positive Unlabeled Learning under Covariate Shift

A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts

Neural Collapse in Test-Time Adaptation

Receipt and verification

First computed	2026-07-05T07:49:34.012214Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efc0bea812aebacf17b3431b576daa6cdb582a462094334d667d9d56cc9c97c7

Aliases

arxiv: 2310.06823 · arxiv_version: 2310.06823v3 · doi: 10.48550/arxiv.2310.06823 · pith_short_12: 57AL5KASV25M · pith_short_16: 57AL5KASV25M6F5T · pith_short_8: 57AL5KAS

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/57AL5KASV25M6F5TIMNVO3NKNT \
  | 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: efc0bea812aebacf17b3431b576daa6cdb582a462094334d667d9d56cc9c97c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd218379c983da7f6263693cd9c2991e8230dbb1ec981fac8c9c6edd8c53100f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-10-10T17:53:36Z",
    "title_canon_sha256": "d492d8969e41162f20a94fc2514ca47d3749e4ed00359fd521871690e6d33f92"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06823",
    "kind": "arxiv",
    "version": 3
  }
}