Pith Number

pith:WY7OOMJT

pith:2022:WY7OOMJTBUQ2LB2DYET2MNH5AS

not attested not anchored not stored refs pending

Posterior samples of source galaxies in strong gravitational lenses with score-based priors

Adam Coogan, Alexandre Adam, Laurence Perreault-Levasseur, Nikolay Malkin, Ronan Legin, Yashar Hezaveh, Yoshua Bengio

arxiv:2211.03812 v2 · 2022-11-07 · astro-ph.IM · 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{WY7OOMJTBUQ2LB2DYET2MNH5AS}

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

5 papers in Pith

ShuffleFlow: Scalable Posterior Inference for Bayesian Inverse Imaging

Joint inference of weak lensing convergence map and cosmology with diffusion models

An Unconditional Representation of the Conditional Score in Infinite-Dimensional Linear Inverse Problems

MIRA: A Score for Conditional Distribution Accuracy and Model Comparison

Receipt and verification

First computed	2026-07-05T05:20:15.717137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b63ee731330d21a58743c127a634fd0492cf6fb1e95d6867a7163939a54f9b71

Aliases

arxiv: 2211.03812 · arxiv_version: 2211.03812v2 · doi: 10.48550/arxiv.2211.03812 · pith_short_12: WY7OOMJTBUQ2 · pith_short_16: WY7OOMJTBUQ2LB2D · pith_short_8: WY7OOMJT

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/WY7OOMJTBUQ2LB2DYET2MNH5AS \
  | 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: b63ee731330d21a58743c127a634fd0492cf6fb1e95d6867a7163939a54f9b71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "333f94cbefc9d0ffe08fffc2db597cf5b442b62dbb13a34326bc32c19f40ab25",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2022-11-07T19:00:42Z",
    "title_canon_sha256": "982623e50e5df12c0c995bf95a4acfdaf16adbb79b8e9698fb7d07d55b1dfcf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.03812",
    "kind": "arxiv",
    "version": 2
  }
}