Pith Number

pith:DYT2I4DZ

pith:2024:DYT2I4DZGLZQNHRFIK44DNROBU

not attested not anchored not stored refs pending

Classifier-Free Guidance is a Predictor-Corrector

Arwen Bradley, Preetum Nakkiran

arxiv:2408.09000 v2 · 2024-08-16 · 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{DYT2I4DZGLZQNHRFIK44DNROBU}

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

7 papers in Pith

Guidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidance

Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation

Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory

UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models

AudioMoG: Guiding Audio Generation with Mixture-of-Guidance

Receipt and verification

First computed	2026-07-05T08:58:26.059464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e27a4707932f3069e2542b9c1b62e0d3666287c158523b98d2fbde53849c912

Aliases

arxiv: 2408.09000 · arxiv_version: 2408.09000v2 · doi: 10.48550/arxiv.2408.09000 · pith_short_12: DYT2I4DZGLZQ · pith_short_16: DYT2I4DZGLZQNHRF · pith_short_8: DYT2I4DZ

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/DYT2I4DZGLZQNHRFIK44DNROBU \
  | 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: 1e27a4707932f3069e2542b9c1b62e0d3666287c158523b98d2fbde53849c912

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "723070a7837b45e0739b616223a3d190b4787d170961aca13dc8b36bfb874969",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-16T20:00:55Z",
    "title_canon_sha256": "1a1d5365df5ab6454466fdc925aa1faaa6bbb5efea4c79779b3eb552158009eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09000",
    "kind": "arxiv",
    "version": 2
  }
}