Pith Number

pith:HXXPEEMI

pith:2025:HXXPEEMIG4WHB2T6INPOUL2MWR

not attested not anchored not stored refs pending

Medix: Out-of-Distribution Detection from Unlabeled Wild Data via Robust Gradient Statistics

Ali Falahati, Hossein Goli, Mohammad Mohammadi Amiri, Momin Abbas

arxiv:2510.06505 v2 · 2025-10-07 · cs.LG · cs.AI · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HXXPEEMIG4WHB2T6INPOUL2MWR}

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	2026-07-08T01:18:20.792347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3deef21188372c70ea7e435eea2f4cb4650b6995033d029f0368545e80c7450c

Aliases

arxiv: 2510.06505 · arxiv_version: 2510.06505v2 · doi: 10.48550/arxiv.2510.06505 · pith_short_12: HXXPEEMIG4WH · pith_short_16: HXXPEEMIG4WHB2T6 · pith_short_8: HXXPEEMI

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/HXXPEEMIG4WHB2T6INPOUL2MWR \
  | 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: 3deef21188372c70ea7e435eea2f4cb4650b6995033d029f0368545e80c7450c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13cf5cf11c23e730a73b6e2b45674bd658df7307afcd4d69bc1a1dc7b3c1cfa1",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-07T22:43:57Z",
    "title_canon_sha256": "5a2d4dc6c3aecf2a70503e7bd94be7e13cd834a47c9b93605a4e61bf8d8692ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.06505",
    "kind": "arxiv",
    "version": 2
  }
}