Pith Number

pith:3LS6ITNU

pith:2024:3LS6ITNUY6O7NTWS2UK4OPUWHP

not attested not anchored not stored refs pending

Swift Sampler: Efficient Learning of Sampler by 10 Parameters

Canran Xiao, Chuming Li, Jiawei Yao

arxiv:2410.05578 v1 · 2024-10-08 · 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{3LS6ITNUY6O7NTWS2UK4OPUWHP}

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

1 paper in Pith

Curvature-Adaptive Consistency Flow Matching: Autonomous Trajectory Optimization via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:17:21.214029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dae5e44db4c79df6ced2d515c73e963bfb35b822df5c421eb78c8e9acdea8aae

Aliases

arxiv: 2410.05578 · arxiv_version: 2410.05578v1 · doi: 10.48550/arxiv.2410.05578 · pith_short_12: 3LS6ITNUY6O7 · pith_short_16: 3LS6ITNUY6O7NTWS · pith_short_8: 3LS6ITNU

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/3LS6ITNUY6O7NTWS2UK4OPUWHP \
  | 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: dae5e44db4c79df6ced2d515c73e963bfb35b822df5c421eb78c8e9acdea8aae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9dc5f7ec5bf1b2dcaa806aa4a6c30de59930cde3d91a76b6a5583716a0ae3948",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-08T00:26:29Z",
    "title_canon_sha256": "051fdc435ac4e80ef4d24f17ec4297f6140a17e1c190b8dccff46744ab3f9cd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05578",
    "kind": "arxiv",
    "version": 1
  }
}