Pith Number

pith:26UDCRM7

pith:2024:26UDCRM7IYHGQVLC7FYRBDUR4F

not attested not anchored not stored refs pending

QUTE: Quantifying Uncertainty in TinyML with Early-exit-assisted ensembles for model-monitoring

Nikhil P Ghanathe, Steven J E Wilton

arxiv:2404.12599 v2 · 2024-04-19 · cs.LG · 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{26UDCRM7IYHGQVLC7FYRBDUR4F}

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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

DEBUG-HD: Debugging TinyML models on-device using Hyper-Dimensional computing

Receipt and verification

First computed	2026-07-05T09:36:10.948177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7a831459f460e685562f971108e91e1428a37e0678b1534ab334a7c672e3729

Aliases

arxiv: 2404.12599 · arxiv_version: 2404.12599v2 · doi: 10.48550/arxiv.2404.12599 · pith_short_12: 26UDCRM7IYHG · pith_short_16: 26UDCRM7IYHGQVLC · pith_short_8: 26UDCRM7

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/26UDCRM7IYHGQVLC7FYRBDUR4F \
  | 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: d7a831459f460e685562f971108e91e1428a37e0678b1534ab334a7c672e3729

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70ea2979dc1297bac03beb8ffd5b6192ee7e694b216dcb3a28e648582bc93bca",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-19T03:06:50Z",
    "title_canon_sha256": "3df2da8717b1755ca621051dd0e3621781e8799067fee8d0f73dc001fc55590e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12599",
    "kind": "arxiv",
    "version": 2
  }
}