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Pith Number

pith:NSC3KMZV

pith:2021:NSC3KMZVFALTPAYP4IBKE3US4U
not attested not anchored not stored refs pending

Soft Sensing Model Visualization: Fine-tuning Neural Network from What Model Learned

Chao Zhang, Jaswanth Yella, Ming-Chun Huang, Sthitie Bom, Xiaoye Qian, Yu Huang

arxiv:2111.06982 v1 · 2021-11-12 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{NSC3KMZVFALTPAYP4IBKE3US4U}

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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 2026-07-05T03:31:33.982331Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6c85b53335281737830fe202a26e92e52158e40c1b046b5021e1af2a9bff179a

Aliases

arxiv: 2111.06982 · arxiv_version: 2111.06982v1 · doi: 10.48550/arxiv.2111.06982 · pith_short_12: NSC3KMZVFALT · pith_short_16: NSC3KMZVFALTPAYP · pith_short_8: NSC3KMZV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NSC3KMZVFALTPAYP4IBKE3US4U \
  | 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: 6c85b53335281737830fe202a26e92e52158e40c1b046b5021e1af2a9bff179a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "593a6c0a2eafaf8be2b1a49eaca14d4905a43109f83bdc0492fca5a7a1b251bc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-12T23:32:06Z",
    "title_canon_sha256": "d403f72313a441a1ecae46365c11ca85b41469e3432415cdf6933cc343d82650"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.06982",
    "kind": "arxiv",
    "version": 1
  }
}