Pith Number

pith:NTCTJ2K5

pith:2024:NTCTJ2K5RG5VDBTHZRN2C5KQDG

not attested not anchored not stored refs pending

Analysis of Classifier-Free Guidance Weight Schedulers

David Picard, Marie-Paule Cani, Nefeli Andreou, Nicolas Dufour, Vicky Kalogeiton, Victoria Fernandez Abrevaya, Xi Wang

arxiv:2404.13040 v2 · 2024-04-19 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{NTCTJ2K5RG5VDBTHZRN2C5KQDG}

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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

4 papers in Pith

C$^2$FG: Control Classifier-Free Guidance via Score Discrepancy Analysis

VAGS: Velocity Adaptive Guidance Scale for Image Editing and Generation

C$^2$FG: Control Classifier-Free Guidance via Score Discrepancy Analysis

Guidance Is Not a Hyperparameter: Learning Dynamic Control in Diffusion Language Models

Receipt and verification

First computed	2026-07-05T10:03:42.243064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6cc534e95d89bb518667cc5ba1755019a10758db9768461c0604fe6c69693ebe

Aliases

arxiv: 2404.13040 · arxiv_version: 2404.13040v2 · doi: 10.48550/arxiv.2404.13040 · pith_short_12: NTCTJ2K5RG5V · pith_short_16: NTCTJ2K5RG5VDBTH · pith_short_8: NTCTJ2K5

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/NTCTJ2K5RG5VDBTHZRN2C5KQDG \
  | 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: 6cc534e95d89bb518667cc5ba1755019a10758db9768461c0604fe6c69693ebe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67517b87577f8785cf4299d74b37febc4ba14eedbaf39782d3081a1debd7b873",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-19T17:53:43Z",
    "title_canon_sha256": "78633acdab9caa4cab1ba3751103fcdc0ab6553571f55fed85512dcc9a926add"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.13040",
    "kind": "arxiv",
    "version": 2
  }
}