Pith. sign in
Pith Number

pith:B7B3KXNS

pith:2025:B7B3KXNSJUX7RLK2GTJU527Y6J
not attested not anchored not stored refs pending

Detecting Informative Channels: ActionFormer

Asahi Miyazaki, Kunpeng Zhao, Tsuyoshi Okita

arxiv:2505.20739 v1 · 2025-05-27 · cs.LG · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{B7B3KXNSJUX7RLK2GTJU527Y6J}

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 2026-07-05T11:10:17.816498Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0fc3b55db24d2ff8ad5a34d34eebf8f25bb9af07b0305e7dfd03cc7ecce7a44c

Aliases

arxiv: 2505.20739 · arxiv_version: 2505.20739v1 · doi: 10.48550/arxiv.2505.20739 · pith_short_12: B7B3KXNSJUX7 · pith_short_16: B7B3KXNSJUX7RLK2 · pith_short_8: B7B3KXNS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/B7B3KXNSJUX7RLK2GTJU527Y6J \
  | 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: 0fc3b55db24d2ff8ad5a34d34eebf8f25bb9af07b0305e7dfd03cc7ecce7a44c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f5e4c9b8d1b7c584cd8eec6958885a1db66107d16e581c8d05911566dfa6056a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-27T05:29:02Z",
    "title_canon_sha256": "7bf2718ff8ae504e8c155a62cbd9507fbbc50f8bc5d1096e004b7bd4554604a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20739",
    "kind": "arxiv",
    "version": 1
  }
}