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Pith Number

pith:PIKSRXDK

pith:2023:PIKSRXDKUEACI42O4VC3WCEBU3
not attested not anchored not stored refs pending

Pre-train, Adapt and Detect: Multi-Task Adapter Tuning for Camouflaged Object Detection

Dexuan Kong, Geng Chen, Lingyan Ran, Peng Wang, Shizhou Zhang, Yanning Zhang, Yinghui Xing

arxiv:2307.10685 v2 · 2023-07-20 · cs.CV

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\usepackage{pith}
\pithnumber{PIKSRXDKUEACI42O4VC3WCEBU3}

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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 2026-07-05T06:43:24.315250Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7a1528dc6aa10024734ee545bb0881a6f6da96a307429cd560d78e2ea8fe40e0

Aliases

arxiv: 2307.10685 · arxiv_version: 2307.10685v2 · doi: 10.48550/arxiv.2307.10685 · pith_short_12: PIKSRXDKUEAC · pith_short_16: PIKSRXDKUEACI42O · pith_short_8: PIKSRXDK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PIKSRXDKUEACI42O4VC3WCEBU3 \
  | 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: 7a1528dc6aa10024734ee545bb0881a6f6da96a307429cd560d78e2ea8fe40e0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1f7450f9e55572934871e5d1b0afdb3b25c4d11b41b5275af5ecbd3b53e1978e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-20T08:25:38Z",
    "title_canon_sha256": "08887fc8e4ace1c15e3a2be76a7763591b491b263c5b93cc4284223640190a0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10685",
    "kind": "arxiv",
    "version": 2
  }
}