Pith Number

pith:P2IAZ5DK

pith:2023:P2IAZ5DKX4M77RO75JJWFJC36K

not attested not anchored not stored refs pending

Easing Color Shifts in Score-Based Diffusion Models

Katherine Deck, Tobias Bischoff

arxiv:2306.15832 v2 · 2023-06-27 · cs.LG · cs.AI · 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{P2IAZ5DKX4M77RO75JJWFJC36K}

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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

An exact information theory of generalization phase transitions in Bayesian diffusion models

Receipt and verification

First computed	2026-07-05T07:17:53.979970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e900cf46abf19ffc5dfea5362a45bf2b51736eccdf9be8d075636d494c8d519

Aliases

arxiv: 2306.15832 · arxiv_version: 2306.15832v2 · doi: 10.48550/arxiv.2306.15832 · pith_short_12: P2IAZ5DKX4M7 · pith_short_16: P2IAZ5DKX4M77RO7 · pith_short_8: P2IAZ5DK

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/P2IAZ5DKX4M77RO75JJWFJC36K \
  | 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: 7e900cf46abf19ffc5dfea5362a45bf2b51736eccdf9be8d075636d494c8d519

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7062a7d769945f9cc38d87fa01ed29cf6753e2d8082be718ab13b379855e17a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-27T23:33:30Z",
    "title_canon_sha256": "74502d24d05231e8caaf63872589639f818c9a9cc1491954602f9af233966786"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15832",
    "kind": "arxiv",
    "version": 2
  }
}