Pith Number

pith:IAE5AHEK

pith:2025:IAE5AHEKCQXOELVZRYLLLADADY

not attested not anchored not stored refs pending

LSM-2: Learning from Incomplete Wearable Sensor Data

A. Ali Heydari, Ahmed Metwally, Daniel McDuff, Dimitris Spathis, Girish Narayanswamy, Jacob Sunshine, Jake Garrison, James M. Rehg, Ken Gu, Kumar Ayush, Mark Malhotra, Maxwell A. Xu, Ming-Zher Poh, Pushmeet Kohli, Samy Abdel-Ghaffar, Shrikanth Narayanan, Shun Liao, Shwetak Patel, Shyam A. Tailor, Tim Althoff, Xin Liu, Xuhai Xu, Yun Liu, Yuwei Zhang, Yuzhe Yang

arxiv:2506.05321 v1 · 2025-06-05 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IAE5AHEKCQXOELVZRYLLLADADY}

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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

7 papers in Pith

Self-Supervised Mask-Aware Transformers for Fault-Tolerant FBG Force Sensing in Minimally Invasive Surgical Robotics

WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning

GlucoFM: A Dual-Stream Foundation Model for Continuous Glucose Monitoring

VCR: Learning Valid Contextual Representation for Incomplete Wearable Signals

WavesFM: Hierarchical Representation Learning for Longitudinal Wearable Sensor Waveforms

Receipt and verification

First computed	2026-07-05T11:16:45.967753Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4009d01c8a142ee22eb98e16b580601e2d52c26cc3b77baed79297adbecc5fc8

Aliases

arxiv: 2506.05321 · arxiv_version: 2506.05321v1 · doi: 10.48550/arxiv.2506.05321 · pith_short_12: IAE5AHEKCQXO · pith_short_16: IAE5AHEKCQXOELVZ · pith_short_8: IAE5AHEK

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/IAE5AHEKCQXOELVZRYLLLADADY \
  | 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: 4009d01c8a142ee22eb98e16b580601e2d52c26cc3b77baed79297adbecc5fc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f3c153e0f466d8e209dc4f6f839e89c3e74d3a43c62a90f4411b9d59ed008ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-05T17:57:11Z",
    "title_canon_sha256": "2bbd7c9aa37f0549274424f25c33a8e919564c0e33b438a3f2b01402d2473449"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05321",
    "kind": "arxiv",
    "version": 1
  }
}