Pith Number

pith:C5E4ZX6P

pith:2023:C5E4ZX6PIXUCPR2DVHGZ5L3JUD

not attested not anchored not stored refs pending

Common Diffusion Noise Schedules and Sample Steps are Flawed

Bingchen Liu, Jiashi Li, Shanchuan Lin, Xiao Yang

arxiv:2305.08891 v4 · 2023-05-15 · 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{C5E4ZX6PIXUCPR2DVHGZ5L3JUD}

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

8 papers in Pith

NoiseShift: Resolution-Aware Noise Recalibration for Better Low-Resolution Image Generation

MeshReGen: A Unified 3D Geometry Regeneration Framework

MVDream: Multi-view Diffusion for 3D Generation

MeshReGen: A Unified 3D Geometry Regeneration Framework

Delta Score Matters! Spatial Adaptive Multi Guidance in Diffusion Models

Receipt and verification

First computed	2026-07-05T07:36:51.367494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1749ccdfcf45e827c743a9cd9eaf69a0f6163b4403ba55dcfdda7a503ffa68d0

Aliases

arxiv: 2305.08891 · arxiv_version: 2305.08891v4 · doi: 10.48550/arxiv.2305.08891 · pith_short_12: C5E4ZX6PIXUC · pith_short_16: C5E4ZX6PIXUCPR2D · pith_short_8: C5E4ZX6P

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/C5E4ZX6PIXUCPR2DVHGZ5L3JUD \
  | 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: 1749ccdfcf45e827c743a9cd9eaf69a0f6163b4403ba55dcfdda7a503ffa68d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25bcc4435484fa9f1418d1db794119b3f848fa45ade8a555fe16e548ae77b27a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-15T12:21:08Z",
    "title_canon_sha256": "1824800fb4258831093df8061d4e8a8b6d39f913af9cf046a2e6e33a23e31c2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.08891",
    "kind": "arxiv",
    "version": 4
  }
}