Pith Number

pith:YGDO3SKL

pith:2019:YGDO3SKLFAFUKY6HBF6ERGPYYH

not attested not anchored not stored refs pending

Neumann Networks for Inverse Problems in Imaging

Davis Gilton, Greg Ongie, Rebecca Willett

arxiv:1901.03707 v2 · 2019-01-13 · cs.CV · cs.LG · 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{YGDO3SKLFAFUKY6HBF6ERGPYYH}

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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

Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems

Receipt and verification

First computed	2026-05-17T23:44:21.851706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c186edc94b280b4563c7097c4899f8c1f9a63fa4b4d7f4b527cbb0e6aae80d42

Aliases

arxiv: 1901.03707 · arxiv_version: 1901.03707v2 · doi: 10.48550/arxiv.1901.03707 · pith_short_12: YGDO3SKLFAFU · pith_short_16: YGDO3SKLFAFUKY6H · pith_short_8: YGDO3SKL

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/YGDO3SKLFAFUKY6HBF6ERGPYYH \
  | 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: c186edc94b280b4563c7097c4899f8c1f9a63fa4b4d7f4b527cbb0e6aae80d42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc456e217155133c01221bf2e407de16fe242f72cc8bc8d56e8ad8a6c0ca666c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-01-13T17:44:22Z",
    "title_canon_sha256": "3b100ca85ad013ca646345f75fe0b1ef6fc8db93e4176ac5e732fbb56d8b2ae1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.03707",
    "kind": "arxiv",
    "version": 2
  }
}