Pith Number

pith:QSIV55LN

pith:2021:QSIV55LNNYVH5GB37X4V2OSA56

not attested not anchored not stored refs pending

Early Stopping for Deep Image Prior

Hengkang Wang, Hengyue Liang, Ju Sun, Taihui Li, Tiancong Chen, Zhong Zhuang

arxiv:2112.06074 v4 · 2021-12-11 · cs.CV · cs.LG · eess.IV · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QSIV55LNNYVH5GB37X4V2OSA56}

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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

A Zero-Shot Deep Image Prior Framework for Denoising and Deconvolution in Fluorescence Microscopy

A Stability Benchmark of Generative Regularizers for Inverse Problems

Receipt and verification

First computed	2026-07-05T07:22:48.865268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84915ef56d6e2a7e983bfdf95d3a40efae772b8b2107c5f98ba46a26c117e7dd

Aliases

arxiv: 2112.06074 · arxiv_version: 2112.06074v4 · doi: 10.48550/arxiv.2112.06074 · pith_short_12: QSIV55LNNYVH · pith_short_16: QSIV55LNNYVH5GB3 · pith_short_8: QSIV55LN

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/QSIV55LNNYVH5GB37X4V2OSA56 \
  | 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: 84915ef56d6e2a7e983bfdf95d3a40efae772b8b2107c5f98ba46a26c117e7dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "327f7f74a2f31a8ac7c6ed23931d894e4d9f9a6da485c304a066b452fbf4bb7a",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-11T21:28:50Z",
    "title_canon_sha256": "77feb10bd50f01947c3ad90c9e53658ebb6ba9157bee5a34d7ace0a823593009"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.06074",
    "kind": "arxiv",
    "version": 4
  }
}