Pith Number

pith:QXV5BPMW

pith:2026:QXV5BPMWAORRZ7L2RPBFKPQC3P

not attested not anchored not stored refs pending

Denoising Models Develop Human-Like Perceptual Illusion Representations Across Architectures

Gautam Ranka, Paras Chopra

arxiv:2607.17138 v1 · 2026-07-19 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QXV5BPMWAORRZ7L2RPBFKPQC3P}

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	2026-07-21T01:21:17.578934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85ebd0bd9603a31cfd7a8bc2553e02dbe651082e2289c587bcba45b2a97c6260

Aliases

arxiv: 2607.17138 · arxiv_version: 2607.17138v1 · doi: 10.48550/arxiv.2607.17138 · pith_short_12: QXV5BPMWAORR · pith_short_16: QXV5BPMWAORRZ7L2 · pith_short_8: QXV5BPMW

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/QXV5BPMWAORRZ7L2RPBFKPQC3P \
  | 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: 85ebd0bd9603a31cfd7a8bc2553e02dbe651082e2289c587bcba45b2a97c6260

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "988d4bc87066a78811a90e0397654e6b38f2864896c24ea61fe8f9344bc5d1d5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-19T08:50:12Z",
    "title_canon_sha256": "a760e9806d5a519058753f38b4dd37866ee759b5f482ab0b1e3e18f55dd6fb0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.17138",
    "kind": "arxiv",
    "version": 1
  }
}