Pith Number

pith:G7RSUN3U

pith:2024:G7RSUN3UGSU5NICS4I6SPRZIHC

not attested not anchored not stored refs pending

How much is a noisy image worth? Data Scaling Laws for Ambient Diffusion

Constantinos Daskalakis, Giannis Daras, Yeshwanth Cherapanamjeri

arxiv:2411.02780 v1 · 2024-11-05 · 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{G7RSUN3UGSU5NICS4I6SPRZIHC}

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

GPC: Large-Scale Generative Pretraining for Transferable Motor Control

Receipt and verification

First computed	2026-07-05T09:31:17.882972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37e32a377434a9d6a052e23d27c728389a63fb5bcb39131410d9f3a7af13b4ae

Aliases

arxiv: 2411.02780 · arxiv_version: 2411.02780v1 · doi: 10.48550/arxiv.2411.02780 · pith_short_12: G7RSUN3UGSU5 · pith_short_16: G7RSUN3UGSU5NICS · pith_short_8: G7RSUN3U

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/G7RSUN3UGSU5NICS4I6SPRZIHC \
  | 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: 37e32a377434a9d6a052e23d27c728389a63fb5bcb39131410d9f3a7af13b4ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "259b7857bee876c46229c985e48d681a24381469c4e5e0202d2955d5ef0854cf",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-05T03:45:17Z",
    "title_canon_sha256": "582d4de2637ec7356277a4dffa47a0b506c4803d0a2ef002142cfdca7ec87930"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02780",
    "kind": "arxiv",
    "version": 1
  }
}