Pith Number

pith:OJUCJJV3

pith:2023:OJUCJJV3YUX2XL74CW2C3SUWX7

not attested not anchored not stored refs pending

Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems

Aydogan Ozcan, Hanlong Chen, Jianing Li, Luzhe Huang, Xiaofu Ding, Yijie Zhang

arxiv:2305.12852 v1 · 2023-05-22 · cs.CV · cs.LG · eess.IV · physics.optics

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OJUCJJV3YUX2XL74CW2C3SUWX7}

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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

Hybrid Neural World Models

Receipt and verification

First computed	2026-07-05T07:23:57.900675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

726824a6bbc52fabaffc15b42dca96bff5f03488d50f225e4c58dfe5faa58d07

Aliases

arxiv: 2305.12852 · arxiv_version: 2305.12852v1 · doi: 10.48550/arxiv.2305.12852 · pith_short_12: OJUCJJV3YUX2 · pith_short_16: OJUCJJV3YUX2XL74 · pith_short_8: OJUCJJV3

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/OJUCJJV3YUX2XL74CW2C3SUWX7 \
  | 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: 726824a6bbc52fabaffc15b42dca96bff5f03488d50f225e4c58dfe5faa58d07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1396fa4593816f90c27e0ba37abbb6ed38646d86da36916be986ac9755d504e",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV",
      "physics.optics"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-22T09:23:18Z",
    "title_canon_sha256": "392c1f3984d368a88a9096acba24ef1fbc811d4a2dc57c673db11a1ba11b0e0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.12852",
    "kind": "arxiv",
    "version": 1
  }
}