Pith Number

pith:V7NSOF3C

pith:2020:V7NSOF3CTI3RHPLSCYGQM7UXMR

not attested not anchored not stored refs pending

Self-Organized Operational Neural Networks for Severe Image Restoration Problems

Junaid Malik, Moncef Gabbouj, Serkan Kiranyaz

arxiv:2008.12894 v1 · 2020-08-29 · cs.CV · cs.AI · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7NSOF3CTI3RHPLSCYGQM7UXMR}

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.

Receipt and verification

First computed	2026-07-05T01:31:32.302473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afdb2717629a3713bd72160d067e976440f406947122fc743eb54c1e92930dfa

Aliases

arxiv: 2008.12894 · arxiv_version: 2008.12894v1 · doi: 10.48550/arxiv.2008.12894 · pith_short_12: V7NSOF3CTI3R · pith_short_16: V7NSOF3CTI3RHPLS · pith_short_8: V7NSOF3C

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/V7NSOF3CTI3RHPLSCYGQM7UXMR \
  | 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: afdb2717629a3713bd72160d067e976440f406947122fc743eb54c1e92930dfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f562a3fabd066a813fb6a5f2df2ce6de648cc19e6124561a168bcbd1f000f19d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-08-29T02:19:41Z",
    "title_canon_sha256": "f90e10960cbaf206dbb77bd4d9bafb27e0130962d0f81557eec9af53065cd978"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.12894",
    "kind": "arxiv",
    "version": 1
  }
}