Pith Number

pith:4NDWM2BH

pith:2024:4NDWM2BHNMYGYMCX5UA5HLZAYP

not attested not anchored not stored refs pending

Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition -- And Ways to Overcome Them

Apoorva Beedu, Harish Haresamudram, Irfan Essa, Mashfiqui Rabbi, Sankalita Saha, Thomas Ploetz

arxiv:2408.12023 v1 · 2024-08-21 · cs.LG · cs.CL · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4NDWM2BHNMYGYMCX5UA5HLZAYP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Closing the Modality Gap in Zero-Shot HAR: Contrastive Training and Separability-Optimized Prototypes on IMU Data

Receipt and verification

First computed	2026-07-05T08:58:02.898339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3476668276b306c3057ed01d3af20c3f409180b5f39e295267b526685f2f6e4

Aliases

arxiv: 2408.12023 · arxiv_version: 2408.12023v1 · doi: 10.48550/arxiv.2408.12023 · pith_short_12: 4NDWM2BHNMYG · pith_short_16: 4NDWM2BHNMYGYMCX · pith_short_8: 4NDWM2BH

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/4NDWM2BHNMYGYMCX5UA5HLZAYP \
  | 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: e3476668276b306c3057ed01d3af20c3f409180b5f39e295267b526685f2f6e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3045e1b3cf6173a4c014671ffbc161565a2a6b4744cf1856e218e303733570bf",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-21T22:30:36Z",
    "title_canon_sha256": "d47de8dfdd5955376687cc7fb3103259f3556adcc968a714535fbc3eba519074"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12023",
    "kind": "arxiv",
    "version": 1
  }
}