Pith Number

pith:WMKBS2QC

pith:2024:WMKBS2QCIFCUHR4NG5GEGEFQV2

not attested not anchored not stored refs pending

Transformer-Based Approaches for Sensor-Based Human Activity Recognition: Opportunities and Challenges

Aziza Zhanabatyrova, Clayton Souza Leite, Henry Mauranen, Yu Xiao

arxiv:2410.13605 v1 · 2024-10-17 · cs.LG

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\usepackage{pith}
\pithnumber{WMKBS2QCIFCUHR4NG5GEGEFQV2}

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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

Hierarchical Motion Captioning Utilizing External Text Data Source

Receipt and verification

First computed	2026-07-05T09:22:03.577395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b314196a02414543c78d374c4310b0ae8dea2cae3d3fd4525b70b61c4c655f57

Aliases

arxiv: 2410.13605 · arxiv_version: 2410.13605v1 · doi: 10.48550/arxiv.2410.13605 · pith_short_12: WMKBS2QCIFCU · pith_short_16: WMKBS2QCIFCUHR4N · pith_short_8: WMKBS2QC

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/WMKBS2QCIFCUHR4NG5GEGEFQV2 \
  | 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: b314196a02414543c78d374c4310b0ae8dea2cae3d3fd4525b70b61c4c655f57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e8d8291390d15642130efe9233afe6cb8909560dbe8c363f390c21b9e829c1d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T14:39:55Z",
    "title_canon_sha256": "ee631c6945c7fdce92f1eb9698b5d490256ce115ea65b2db7dcdbc65b8f39129"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13605",
    "kind": "arxiv",
    "version": 1
  }
}