Pith Number

pith:J4AUS5RY

pith:2022:J4AUS5RYGDZYJWDUESFEOSXZHQ

not attested not anchored not stored refs pending

Mining the manifolds of deep generative models for multiple data-consistent solutions of ill-posed tomographic imaging problems

Mark A. Anastasio, Sayantan Bhadra, Umberto Villa

arxiv:2202.05311 v2 · 2022-02-10 · eess.IV · 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{J4AUS5RYGDZYJWDUESFEOSXZHQ}

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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

On Hallucinations in Inverse Problems: Fundamental Limits and Provable Assessment Methods

Receipt and verification

First computed	2026-07-05T04:43:59.970486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f0149763830f384d874248a474af93c23c0b03ac445af476f837458ab92cdbe

Aliases

arxiv: 2202.05311 · arxiv_version: 2202.05311v2 · doi: 10.48550/arxiv.2202.05311 · pith_short_12: J4AUS5RYGDZY · pith_short_16: J4AUS5RYGDZYJWDU · pith_short_8: J4AUS5RY

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/J4AUS5RYGDZYJWDUESFEOSXZHQ \
  | 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: 4f0149763830f384d874248a474af93c23c0b03ac445af476f837458ab92cdbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bdc408a63791a4a6764c9503df1fe5d3bda7a00f3428a420ba7dfa2f256d591",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-02-10T20:27:31Z",
    "title_canon_sha256": "d7c48a8cd6bff984d811f15677c4da5e483dd5d1ad5732db072de888a2496326"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05311",
    "kind": "arxiv",
    "version": 2
  }
}