Pith Number

pith:A56OKUFO

pith:2024:A56OKUFOOUO2UYVMXTKDZ36P7T

not attested not anchored not stored refs pending

Scaling Wearable Foundation Models

Daniel McDuff, Girish Narayanswamy, Jake Garrison, Jake Sunshine, Jiening Zhan, Kumar Ayush, Mark Malhotra, Pushmeet Kohli, Samy Abdel-Ghaffar, Shrikanth Narayanan, Shun Liao, Shwetak Patel, Shyam Tailor, Tim Althoff, Xin Liu, Xuhai Xu, Yun Liu, Yuzhe Yang

arxiv:2410.13638 v1 · 2024-10-17 · cs.LG · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A56OKUFOOUO2UYVMXTKDZ36P7T}

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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

12 papers in Pith

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

Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space

BCG-FM: A Foundation Model for Ambient Cardiac Health Sensing

Gravity-Aware Hierarchical Routing for Lightweight SensorLLM on Human Activity Recognition

Detecting Drunk Driving Using Off-the-Shelf Smartwatches

Receipt and verification

First computed	2026-07-05T09:22:03.888692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

077ce550ae751daa62acbcd43cefcffcd7619a90816045b471a1153b6a3fa20d

Aliases

arxiv: 2410.13638 · arxiv_version: 2410.13638v1 · doi: 10.48550/arxiv.2410.13638 · pith_short_12: A56OKUFOOUO2 · pith_short_16: A56OKUFOOUO2UYVM · pith_short_8: A56OKUFO

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/A56OKUFOOUO2UYVMXTKDZ36P7T \
  | 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: 077ce550ae751daa62acbcd43cefcffcd7619a90816045b471a1153b6a3fa20d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c1250d7a70e7c7e610597dff18896cc89edab4a66ee5c8a1fdfa2703d895ffb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T15:08:21Z",
    "title_canon_sha256": "04ac23f8701e718ab52e58a0cd1e20cc3c3d66fb38a17ae44bd2ce26d399d1b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13638",
    "kind": "arxiv",
    "version": 1
  }
}