Pith Number

pith:CWA2XEVG

pith:2024:CWA2XEVGLRMMT4IASNNBCAXIHS

not attested not anchored not stored refs pending

Zero-Shot Uncertainty Quantification using Diffusion Probabilistic Models

Amir Barati Farimani, Dule Shu

arxiv:2408.04718 v1 · 2024-08-08 · cs.LG · stat.ML

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

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\usepackage{pith}
\pithnumber{CWA2XEVGLRMMT4IASNNBCAXIHS}

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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

3 papers in Pith

DiffUNet^2: Bidirectional Prediction, Probabilistic Generation and Collaborative Visual Discovery for Scientific Data

Using Ensemble Diffusion to Estimate Uncertainty for End-to-End Autonomous Driving

DAV-GSWT: Diffusion-Active-View Sampling for Data-Efficient Gaussian Splatting Wang Tiles

Receipt and verification

First computed	2026-07-05T08:53:54.938296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1581ab92a65c58c9f100935a1102e83cac10b80a41b253dadb9a0c01315a98ac

Aliases

arxiv: 2408.04718 · arxiv_version: 2408.04718v1 · doi: 10.48550/arxiv.2408.04718 · pith_short_12: CWA2XEVGLRMM · pith_short_16: CWA2XEVGLRMMT4IA · pith_short_8: CWA2XEVG

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/CWA2XEVGLRMMT4IASNNBCAXIHS \
  | 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: 1581ab92a65c58c9f100935a1102e83cac10b80a41b253dadb9a0c01315a98ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae9d0de45d8765840cd75d234a455520ce0ce9f116ffd71e2a6bd95fb3175fab",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-08T18:34:52Z",
    "title_canon_sha256": "22d34d40fb5431a6bd8a1e7ebe69d6fd67ea5433abbdb09e06c9b56af8b40878"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04718",
    "kind": "arxiv",
    "version": 1
  }
}