Pith. sign in
Pith Number

pith:MXXLFBRB

pith:2025:MXXLFBRBXGXVWJDWTUH5JPBNRI
not attested not anchored not stored refs pending

Zero-Shot Scene Understanding for Automatic Target Recognition Using Large Vision-Language Models

Celso de Melo, James Uplinger, Vibashan VS, Vishal M. Patel, Yasiru Ranasinghe

arxiv:2501.07396 v1 · 2025-01-13 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MXXLFBRBXGXVWJDWTUH5JPBNRI}

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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 2026-07-05T10:00:20.141125Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

65eeb28621b9af5b24769d0fd4bc2d8a1bcfc631f4134cf2bafc67e259994b96

Aliases

arxiv: 2501.07396 · arxiv_version: 2501.07396v1 · doi: 10.48550/arxiv.2501.07396 · pith_short_12: MXXLFBRBXGXV · pith_short_16: MXXLFBRBXGXVWJDW · pith_short_8: MXXLFBRB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MXXLFBRBXGXVWJDWTUH5JPBNRI \
  | 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: 65eeb28621b9af5b24769d0fd4bc2d8a1bcfc631f4134cf2bafc67e259994b96
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5e3c5a7ef3ee966cc40a28154f0f7b3b9afd025adb88642f58322d6416a644f8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-13T15:11:27Z",
    "title_canon_sha256": "01c7388b673d535444e78ea7a216048e8481b54599684db67a9c9f79106f558a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07396",
    "kind": "arxiv",
    "version": 1
  }
}