Pith Number

pith:2QPDSNZG

pith:2025:2QPDSNZGFPSKX6UNBAYGNOERV7

not attested not anchored not stored refs pending

Flow Along the K-Amplitude for Generative Modeling

Fan Wang, Jiasheng Tang, Shengchao Liu, Shuning Chang, Weitao Du, Yu Rong

arxiv:2504.19353 v1 · 2025-04-27 · 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{2QPDSNZGFPSKX6UNBAYGNOERV7}

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

4 papers in Pith

Spectral Progressive Diffusion for Efficient Image and Video Generation

Frequency-Forcing: From Scaling-as-Time to Soft Frequency Guidance

A Minimal Model of Representation Collapse: Frustration, Stop-Gradient, and Dynamics

Receipt and verification

First computed	2026-07-05T10:54:56.105708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d41e3937262be4abfa8d083066b891aff2b8d3cfe1cf01e4558a40879fde758d

Aliases

arxiv: 2504.19353 · arxiv_version: 2504.19353v1 · doi: 10.48550/arxiv.2504.19353 · pith_short_12: 2QPDSNZGFPSK · pith_short_16: 2QPDSNZGFPSKX6UN · pith_short_8: 2QPDSNZG

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/2QPDSNZGFPSKX6UNBAYGNOERV7 \
  | 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: d41e3937262be4abfa8d083066b891aff2b8d3cfe1cf01e4558a40879fde758d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a46778afc3b8c0ccdefac7ea0d350109297c2caaddc6cf74898efaf2ce13ca4a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-27T20:38:24Z",
    "title_canon_sha256": "52a0d1ce4d0389a04b81571116219996e3bb80feab74d54369786006c3a8d97c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19353",
    "kind": "arxiv",
    "version": 1
  }
}