Pith Number

pith:6UMFUXUF

pith:2024:6UMFUXUFJCY5E6EZGY3LPZFY35

not attested not anchored not stored refs pending

A solvable generative model with a linear, one-step denoiser

Indranil Halder

arxiv:2411.17807 v3 · 2024-11-26 · cs.LG · 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{6UMFUXUFJCY5E6EZGY3LPZFY35}

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

Diffusion Models Memorize in Training -- and Generalize in Inference

Receipt and verification

First computed	2026-07-05T11:49:48.196814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5185a5e8548b1d278993636b7e4b8df7615a69a52419fab290ef226aa7c780e

Aliases

arxiv: 2411.17807 · arxiv_version: 2411.17807v3 · doi: 10.48550/arxiv.2411.17807 · pith_short_12: 6UMFUXUFJCY5 · pith_short_16: 6UMFUXUFJCY5E6EZ · pith_short_8: 6UMFUXUF

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/6UMFUXUFJCY5E6EZGY3LPZFY35 \
  | 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: f5185a5e8548b1d278993636b7e4b8df7615a69a52419fab290ef226aa7c780e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30c27c1f6d54c1de4257c3d33ae735f2d3d3f47a5523f072224ec6c8e660fffe",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T19:00:01Z",
    "title_canon_sha256": "e04f233d5260f213d7b517059f831a8bdd4a8575784ff17dcef0fa72b469b91d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17807",
    "kind": "arxiv",
    "version": 3
  }
}