Pith Number

pith:F4UBLMQ3

pith:2026:F4UBLMQ3SAF5I4FZVYG2BZY3PF

not attested not anchored not stored refs pending

Cyclic Denoising Reveals Ultrastable Memories in Diffusion Models

Rishabh Sharma, Stefano Martiniani

arxiv:2606.24000 v1 · 2026-06-22 · cs.LG · cond-mat.dis-nn · cs.CR · 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{F4UBLMQ3SAF5I4FZVYG2BZY3PF}

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.

Cited by

1 paper in Pith

Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement

Receipt and verification

First computed	2026-06-24T00:14:32.687519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f2815b21b900bd470b9ae0da0e71b79635cb8f8824d0cfd0c544993d46dda0c

Aliases

arxiv: 2606.24000 · arxiv_version: 2606.24000v1 · doi: 10.48550/arxiv.2606.24000 · pith_short_12: F4UBLMQ3SAF5 · pith_short_16: F4UBLMQ3SAF5I4FZ · pith_short_8: F4UBLMQ3

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/F4UBLMQ3SAF5I4FZVYG2BZY3PF \
  | 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: 2f2815b21b900bd470b9ae0da0e71b79635cb8f8824d0cfd0c544993d46dda0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09934fb49fc9b3293a4f411d7b2c5c6b87b8a274128284cdf61390026fbdeceb",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-22T23:11:38Z",
    "title_canon_sha256": "7ce2503404d75e1bfdb7c805a89e757eac02afd2bc74431f7e56dcefd2b3ca2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24000",
    "kind": "arxiv",
    "version": 1
  }
}