Pith Number

pith:LRR7GI6N

pith:2025:LRR7GI6NM6KOFGQQT2YKPGV5OU

not attested not anchored not stored refs pending

Adaptivity and Convergence of Probability Flow ODEs in Diffusion Generative Models

Jiaqi Tang, Yuling Yan

arxiv:2501.18863 v1 · 2025-01-31 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LRR7GI6NM6KOFGQQT2YKPGV5OU}

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

2 papers in Pith

Higher-order Diffusion Sampling via Chebyshev Interpolation and Gauss--Seidel Iterations

Intrinsic Wasserstein Rates for Score-Based Generative Models on Smooth Manifolds

Receipt and verification

First computed	2026-07-05T10:07:52.856490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c63f323cd6794e29a109eb0a79abd752387e011192ec91fce4a23e4c22d0756

Aliases

arxiv: 2501.18863 · arxiv_version: 2501.18863v1 · doi: 10.48550/arxiv.2501.18863 · pith_short_12: LRR7GI6NM6KO · pith_short_16: LRR7GI6NM6KOFGQQ · pith_short_8: LRR7GI6N

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/LRR7GI6NM6KOFGQQT2YKPGV5OU \
  | 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: 5c63f323cd6794e29a109eb0a79abd752387e011192ec91fce4a23e4c22d0756

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6aa626523edcbc62975b2f710d552fbb33354def179c2ce4716ce6d05a12ac9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-31T03:10:10Z",
    "title_canon_sha256": "c0edd7cd90d4d3ec8fe62b914a35de1aed461814ea5d3e54876cb6f6f10cd735"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18863",
    "kind": "arxiv",
    "version": 1
  }
}