Pith Number

pith:IZT3PL3R

pith:2021:IZT3PL3RI6WRQAIL2PBUBF652J

not attested not anchored not stored refs pending

Deep Ensembles from a Bayesian Perspective

Clemens Elster, Lara Hoffmann

arxiv:2105.13283 v2 · 2021-05-27 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZT3PL3RI6WRQAIL2PBUBF652J}

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

ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation

Receipt and verification

First computed	2026-07-05T03:33:05.630304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4667b7af7147ad18010bd3c34097ddd2721d94ad7a8427c4ba4698179551ed2c

Aliases

arxiv: 2105.13283 · arxiv_version: 2105.13283v2 · doi: 10.48550/arxiv.2105.13283 · pith_short_12: IZT3PL3RI6WR · pith_short_16: IZT3PL3RI6WRQAIL · pith_short_8: IZT3PL3R

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/IZT3PL3RI6WRQAIL2PBUBF652J \
  | 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: 4667b7af7147ad18010bd3c34097ddd2721d94ad7a8427c4ba4698179551ed2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f16a8829783023d83414e1ab5c160b588677a5c3e829e027d50ef04a3fb1ade1",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-27T16:30:52Z",
    "title_canon_sha256": "931a41d76795c6a760d4677be14ccad92d8329a42b7d9f4bd186544a45ab2730"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.13283",
    "kind": "arxiv",
    "version": 2
  }
}