Pith Number

pith:NNRWHVJ5

pith:2025:NNRWHVJ5VRTB5HETIEXMOTTV6G

not attested not anchored not stored refs pending

On the Guidance of Flow Matching

Chenglei Yu, Peiyan Hu, Ruiqi Feng, Tailin Wu, Wenhao Deng

arxiv:2502.02150 v3 · 2025-02-04 · 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{NNRWHVJ5VRTB5HETIEXMOTTV6G}

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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

Assistron: Bayesian Shared Autonomy with Off-the-shelf Vision-Language-Action Models

PG-MAP: Joint MAP Optimization for Inference-Time Alignment of Diffusion and Flow-Matching Models

Towards More General Control of Diffusion Models Using Jeffrey Guidance

PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation

Energy-Guided Generative Modeling for Low-Energy Molecular Structure Discovery

Receipt and verification

First computed	2026-07-05T11:09:44.892036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b6363d53dac661e9c93412ec74e75f1aedb6907f784f7dd7a67e20d074de3e0

Aliases

arxiv: 2502.02150 · arxiv_version: 2502.02150v3 · doi: 10.48550/arxiv.2502.02150 · pith_short_12: NNRWHVJ5VRTB · pith_short_16: NNRWHVJ5VRTB5HET · pith_short_8: NNRWHVJ5

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/NNRWHVJ5VRTB5HETIEXMOTTV6G \
  | 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: 6b6363d53dac661e9c93412ec74e75f1aedb6907f784f7dd7a67e20d074de3e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d27811f6d02ac4d508b447e239356d7ea11c73de624d6be3974710e61aa7ad69",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-04T09:27:57Z",
    "title_canon_sha256": "8be25a4488b87402f7c21c850f3335f0a361a40be6b6757ecbe43879cb0b4f98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02150",
    "kind": "arxiv",
    "version": 3
  }
}