Pith Number

pith:CLOHWCEX

pith:2024:CLOHWCEXKHNIQZUEPSGXPVVRO2

not attested not anchored not stored refs pending

Training-free Diffusion Model Alignment with Sampling Demons

Jun-Cheng Chen, Kuang-Huei Lee, Po-Hung Yeh

arxiv:2410.05760 v2 · 2024-10-08 · cs.CV · cs.AI · cs.LG · math.OC · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CLOHWCEXKHNIQZUEPSGXPVVRO2}

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

5 papers in Pith

Improving Video Generation with Human Feedback

AMGenC: Generating Charge Balanced Amorphous Materials

Dependency-Aware Discrete Diffusion for Scene Graph Generation

Flow-GRPO: Training Flow Matching Models via Online RL

Towards General Preference Alignment: Diffusion Models at Nash Equilibrium

Receipt and verification

First computed	2026-07-05T10:20:40.317146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12dc7b089751da8866847c8d77d6b1769d58625f1f8aa4df85c0bd9ac48412f8

Aliases

arxiv: 2410.05760 · arxiv_version: 2410.05760v2 · doi: 10.48550/arxiv.2410.05760 · pith_short_12: CLOHWCEXKHNI · pith_short_16: CLOHWCEXKHNIQZUE · pith_short_8: CLOHWCEX

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/CLOHWCEXKHNIQZUEPSGXPVVRO2 \
  | 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: 12dc7b089751da8866847c8d77d6b1769d58625f1f8aa4df85c0bd9ac48412f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f3a162edf001ecd84af7930fd8d7816dd472b81c71f0d31899ee8c0113292b8",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-08T07:33:49Z",
    "title_canon_sha256": "86f5dd8dd7f1a599842c2cc72711f602a4d66584a6b5e4267de78571f8b866af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05760",
    "kind": "arxiv",
    "version": 2
  }
}