Pith. sign in
Pith Number

pith:UHPOKYGJ

pith:2021:UHPOKYGJQQRXOJ26YR2WPJT7Y5
not attested not anchored not stored refs pending

Soft-Sensing ConFormer: A Curriculum Learning-based Convolutional Transformer

Ali A. Minai, Chao Zhang, Jaswanth Yella, Sergei Petrov, Sthitie Bom, Xiaoye Qian, Yu Huang

arxiv:2111.06981 v1 · 2021-11-12 · cs.LG

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\usepackage{pith}
\pithnumber{UHPOKYGJQQRXOJ26YR2WPJT7Y5}

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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 2026-07-05T03:31:33.950984Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a1dee560c9842377275ec47567a67fc74cc953db203af2172ec97c4f430fab7c

Aliases

arxiv: 2111.06981 · arxiv_version: 2111.06981v1 · doi: 10.48550/arxiv.2111.06981 · pith_short_12: UHPOKYGJQQRX · pith_short_16: UHPOKYGJQQRXOJ26 · pith_short_8: UHPOKYGJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UHPOKYGJQQRXOJ26YR2WPJT7Y5 \
  | 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: a1dee560c9842377275ec47567a67fc74cc953db203af2172ec97c4f430fab7c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c5352ce2de7fe5eae8665c49d98e42a9a49e3df3f159b0a506b913da898899a4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-12T23:29:43Z",
    "title_canon_sha256": "59e2c2acd43c1d7f6eecc64b9c4f7575bc87e339e4e3affc4419fd1fa47ca849"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.06981",
    "kind": "arxiv",
    "version": 1
  }
}