Pith. sign in
Pith Number

pith:CATYTNV6

pith:2022:CATYTNV6PV5Q6CC7TNPGN4QPT2
not attested not anchored not stored refs pending

Metadata-guided Consistency Learning for High Content Images

Christos Matsoukas, Erik M\"ullers, Johan Fredin Haslum, Karl-Johan Leuchowius, Kevin Smith

arxiv:2212.11595 v2 · 2022-12-22 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CATYTNV6PV5Q6CC7TNPGN4QPT2}

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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 2026-07-05T06:19:38.384433Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

102789b6be7d7b0f085f9b5e66f20f9e97b853dd73b6bbdbe4ded8d7f03c8ca1

Aliases

arxiv: 2212.11595 · arxiv_version: 2212.11595v2 · doi: 10.48550/arxiv.2212.11595 · pith_short_12: CATYTNV6PV5Q · pith_short_16: CATYTNV6PV5Q6CC7 · pith_short_8: CATYTNV6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CATYTNV6PV5Q6CC7TNPGN4QPT2 \
  | 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: 102789b6be7d7b0f085f9b5e66f20f9e97b853dd73b6bbdbe4ded8d7f03c8ca1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "378b2fb8d734aa2c3b306267da8a437adbcdfdf546844140173279f7c4865814",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-22T10:39:10Z",
    "title_canon_sha256": "1e1d2daf574b591ff97c77ffbcb593af225a0a51a2f0978dfe6a3e46bc449124"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.11595",
    "kind": "arxiv",
    "version": 2
  }
}