Pith Number

pith:QHBYL4MN

pith:2023:QHBYL4MNNA2ACXGMBKOEVXW5MO

not attested not anchored not stored refs pending

MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for Action Segmentation Using Sensor-Augmented Kinematics

Adam Goldbraikh, Carla M Pugh, Omer Shubi, Or Rubin, Shlomi Laufer

arxiv:2303.07814 v2 · 2023-03-14 · cs.CV · cs.LG · cs.RO · eess.IV

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\usepackage{pith}
\pithnumber{QHBYL4MNNA2ACXGMBKOEVXW5MO}

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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.

Cited by

1 paper in Pith

Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos

Receipt and verification

First computed	2026-07-05T08:43:04.828973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81c385f18d6834015ccc0a9c4adedd6397f5ea354a3c6617e5f00cf5c7ae453e

Aliases

arxiv: 2303.07814 · arxiv_version: 2303.07814v2 · doi: 10.48550/arxiv.2303.07814 · pith_short_12: QHBYL4MNNA2A · pith_short_16: QHBYL4MNNA2ACXGM · pith_short_8: QHBYL4MN

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/QHBYL4MNNA2ACXGMBKOEVXW5MO \
  | 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: 81c385f18d6834015ccc0a9c4adedd6397f5ea354a3c6617e5f00cf5c7ae453e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28e576461fda7072450ccc9069cab30e25c11eecf265c09e55e19a68061ee353",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-14T11:44:58Z",
    "title_canon_sha256": "4550bbc06823d070ad4e28ef30de2377b24ea7ecfd25bfad87e22ba01ab07738"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.07814",
    "kind": "arxiv",
    "version": 2
  }
}