Pith Number

pith:5NUUA7Q6

pith:2022:5NUUA7Q6SHQXFMZMDMYHTLMN2C

not attested not anchored not stored refs pending

Regularized Training of Intermediate Layers for Generative Models for Inverse Problems

Jorio Cocola, Paul Hand, Sean Gunn

arxiv:2203.04382 v1 · 2022-03-08 · cs.LG · cs.CV · 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{5NUUA7Q6SHQXFMZMDMYHTLMN2C}

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	2026-07-05T04:13:12.829331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb69407e1e91e172b32c1b3079ad8dd08ca4f9ded936d1ce3b3bf587c8a0d93e

Aliases

arxiv: 2203.04382 · arxiv_version: 2203.04382v1 · doi: 10.48550/arxiv.2203.04382 · pith_short_12: 5NUUA7Q6SHQX · pith_short_16: 5NUUA7Q6SHQXFMZM · pith_short_8: 5NUUA7Q6

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/5NUUA7Q6SHQXFMZMDMYHTLMN2C \
  | 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: eb69407e1e91e172b32c1b3079ad8dd08ca4f9ded936d1ce3b3bf587c8a0d93e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57095e04975e824338176396ec0d541dbe93e10142321b4ebb65db10c523d212",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-08T20:30:49Z",
    "title_canon_sha256": "a78f8fac735d27af5ebc67d865b6096cde0d66c24564148d27839d4d9787d002"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.04382",
    "kind": "arxiv",
    "version": 1
  }
}