Pith Number

pith:YQG7SM6W

pith:2025:YQG7SM6WLJYBL4BF6BPP4PVVF2

not attested not anchored not stored refs pending

Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching

Aaron Havens, Anuroop Sriram, Benjamin Kurt Miller, Bing Yan, Bin Hu, Brandon Amos, Brandon Wood, Brian Karrer, Carles Domingo-Enrich, Daniel Levine, Guan-Horng Liu, Ricky T. Q. Chen, Xiang Fu

arxiv:2504.11713 v3 · 2025-04-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YQG7SM6WLJYBL4BF6BPP4PVVF2}

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

13 papers in Pith

Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching

A Theory on Flow Matching with Neural Networks

Laplace-Fisher Gate Identities for Optimal Matrix-Gated Blended Score Estimation

SURGE: Approximation and Training Free Particle Filter for Diffusion Surrogate

Laplace-Fisher Gate Identities for Optimal Matrix-Gated Blended Score Estimation

Receipt and verification

First computed	2026-07-05T11:11:22.192219Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c40df933d65a7015f025f05efe3eb52e850857ee5886314fc6151086727ad32b

Aliases

arxiv: 2504.11713 · arxiv_version: 2504.11713v3 · doi: 10.48550/arxiv.2504.11713 · pith_short_12: YQG7SM6WLJYB · pith_short_16: YQG7SM6WLJYBL4BF · pith_short_8: YQG7SM6W

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/YQG7SM6WLJYBL4BF6BPP4PVVF2 \
  | 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: c40df933d65a7015f025f05efe3eb52e850857ee5886314fc6151086727ad32b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f038049c7c9c86925c4f90b84d5e5f75154c74e964f5618c6c66df831d176960",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-16T02:20:06Z",
    "title_canon_sha256": "b76f1fd7fa2649fbff9cb2596e08ad5744bad98164f3d7f0ccea66f6b0ee27ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.11713",
    "kind": "arxiv",
    "version": 3
  }
}