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Pith Number

pith:PYF3BM5K

pith:2024:PYF3BM5K6Z5Z3X36Y5SYLPLKE4
not attested not anchored not stored refs pending

AdaTreeFormer: Few Shot Domain Adaptation for Tree Counting from a Single High-Resolution Image

Hamed Amini Amirkolaee, Lianghua He, Mark Mulligan, Miaojing Shi

arxiv:2402.02956 v4 · 2024-02-05 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PYF3BM5K6Z5Z3X36Y5SYLPLKE4}

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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 2026-07-05T08:38:05.799019Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7e0bb0b3aaf67b9ddf7ec76585bd6a27103283e34f995d54aeb74f57bb030943

Aliases

arxiv: 2402.02956 · arxiv_version: 2402.02956v4 · doi: 10.48550/arxiv.2402.02956 · pith_short_12: PYF3BM5K6Z5Z · pith_short_16: PYF3BM5K6Z5Z3X36 · pith_short_8: PYF3BM5K
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PYF3BM5K6Z5Z3X36Y5SYLPLKE4 \
  | 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: 7e0bb0b3aaf67b9ddf7ec76585bd6a27103283e34f995d54aeb74f57bb030943
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3d7c358753e543053d0077578e6824cdfb696ac834d8cba74c1132be8b42a5c8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-05T12:34:03Z",
    "title_canon_sha256": "8a2c31bb8a6f7d3f05ed22b4489c39a830dc4c45b154fc81629089e32897adfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02956",
    "kind": "arxiv",
    "version": 4
  }
}