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Pith Number

pith:WH64VDVF

pith:2023:WH64VDVFZVXPSH6LGDNUFJUANG
not attested not anchored not stored refs pending

Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning

Cong Wang, Qing Gu, Shiping Ge, Yafeng Yin, Zhiwei Jiang, Zifeng Cheng

arxiv:2303.00396 v4 · 2023-03-01 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{WH64VDVFZVXPSH6LGDNUFJUANG}

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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 2026-07-05T06:44:48.262475Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b1fdca8ea5cd6ef91fcb30db42a68069a0281b66d5dac487386c0d9610ed3d8c

Aliases

arxiv: 2303.00396 · arxiv_version: 2303.00396v4 · doi: 10.48550/arxiv.2303.00396 · pith_short_12: WH64VDVFZVXP · pith_short_16: WH64VDVFZVXPSH6L · pith_short_8: WH64VDVF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WH64VDVFZVXPSH6LGDNUFJUANG \
  | 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: b1fdca8ea5cd6ef91fcb30db42a68069a0281b66d5dac487386c0d9610ed3d8c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9ef122e33dca083674977c2c2232a04e75aad1308e24f9f936b59a3e3c0df488",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-01T10:33:02Z",
    "title_canon_sha256": "ad9cc73baedd7ac2d4d5de86fc8edb3b34933877f259858a84a5f303d3ec564e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.00396",
    "kind": "arxiv",
    "version": 4
  }
}