Pith Number

pith:5JUNLTC4

pith:2024:5JUNLTC42BDTJHVYZZT5AWGIWA

not attested not anchored not stored refs pending

Posterior sampling via Langevin dynamics based on generative priors

Jianfeng Lu, Matthew Repasky, Qiang Qiu, Vishal Purohit, Xiuyuan Cheng, Yao Xie

arxiv:2410.02078 v1 · 2024-10-02 · stat.ML · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5JUNLTC42BDTJHVYZZT5AWGIWA}

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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

2 papers in Pith

Nonlinear Assimilation via Score-based Sequential Langevin Sampling

Decoder-only Clustering in Attributed Graphs

Receipt and verification

First computed	2026-07-05T09:15:00.110994Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea68d5cc5cd047349eb8ce67d058c8b01ffe88291f85bc0c0850e334515dbd4e

Aliases

arxiv: 2410.02078 · arxiv_version: 2410.02078v1 · doi: 10.48550/arxiv.2410.02078 · pith_short_12: 5JUNLTC42BDT · pith_short_16: 5JUNLTC42BDTJHVY · pith_short_8: 5JUNLTC4

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/5JUNLTC42BDTJHVYZZT5AWGIWA \
  | 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: ea68d5cc5cd047349eb8ce67d058c8b01ffe88291f85bc0c0850e334515dbd4e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06bee9096332594efc36954ec751f838abe16a971a817109295c1c2af8f7738a",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-02T22:57:47Z",
    "title_canon_sha256": "17ad7330cfedbdf01e4eb0be1b19ad5954661e7202631e9f63f6a7f04b35ed60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02078",
    "kind": "arxiv",
    "version": 1
  }
}