Pith Number
pith:JVHU3RYF
pith:2021:JVHU3RYFRZ4LBSWVNSSJPWWVGX
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NIDA-CLIFGAN: Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning, Information Fusion and Generative Adversarial Networks
arxiv:2110.14518 v2 · 2021-10-27 · cs.LG
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\usepackage{pith}
\pithnumber{JVHU3RYFRZ4LBSWVNSSJPWWVGX}
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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.
Cited by
Effective Damage Data Generation by Fusing Imagery with Human Knowledge Using Vision-Language Models
Receipt and verification
| First computed | 2026-07-05T11:47:08.865447Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
4d4f4dc7058e78b0cad56ca497dad535eaca64eb902b1fa23b4a69df94d22241
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JVHU3RYFRZ4LBSWVNSSJPWWVGX \
| 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: 4d4f4dc7058e78b0cad56ca497dad535eaca64eb902b1fa23b4a69df94d22241
Canonical record JSON
{
"metadata": {
"abstract_canon_sha256": "ea12d0f41fe0389d559f99d264212374f75eb81c8525161fd4f46b65b502bf0e",
"cross_cats_sorted": [],
"license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
"primary_cat": "cs.LG",
"submitted_at": "2021-10-27T15:29:16Z",
"title_canon_sha256": "6808532e75f7e03bafbb6b93515014542c03d61657b99536f57379135c9a0ce3"
},
"schema_version": "1.0",
"source": {
"id": "2110.14518",
"kind": "arxiv",
"version": 2
}
}