Pith Number

pith:EASVNUTJ

pith:2026:EASVNUTJMF2VH5PSIAF32PNRQM

not attested not anchored not stored refs pending

MARVEL: Margin-Aware Robust von Mises-Fischer Expert Learning for Long-Tailed Out-of-Distribution Detection

A.S. Anudeep, Vaanathi Sundaresan

arxiv:2607.02435 v1 · 2026-07-02 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EASVNUTJMF2VH5PSIAF32PNRQM}

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	2026-07-03T01:17:59.181584Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

202556d269617553f5f2400bbd3db18318f0cc94f5b7f4bb0aec4e8260b1cdf4

Aliases

arxiv: 2607.02435 · arxiv_version: 2607.02435v1 · doi: 10.48550/arxiv.2607.02435 · pith_short_12: EASVNUTJMF2V · pith_short_16: EASVNUTJMF2VH5PS · pith_short_8: EASVNUTJ

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/EASVNUTJMF2VH5PSIAF32PNRQM \
  | 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: 202556d269617553f5f2400bbd3db18318f0cc94f5b7f4bb0aec4e8260b1cdf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c75a9cefac5510c5fdc061b8da0b708ab6ef64190b4434250a19277b53702710",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-02T17:06:31Z",
    "title_canon_sha256": "2287b1050b32faabe9ed1271370f9c4c37806b92890f2735dadf580b65eea27f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02435",
    "kind": "arxiv",
    "version": 1
  }
}