Pith Number

pith:FEGPJ7PC

pith:2024:FEGPJ7PCRVZUYP5ERZ6XC4IDM5

not attested not anchored not stored refs pending

Fisher Flow Matching for Generative Modeling over Discrete Data

Avishek Joey Bose, \.Ismail \.Ilkan Ceylan, Michael Bronstein, Mircea Petrache, Oscar Davis, Samuel Kessler

arxiv:2405.14664 v4 · 2024-05-23 · 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{FEGPJ7PCRVZUYP5ERZ6XC4IDM5}

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

Generative Modeling of Discrete Data Using Geometric Latent Subspaces

Coupling Models for One-Step Discrete Generation

Receipt and verification

First computed	2026-07-05T09:28:50.003804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

290cf4fde28d734c3fa48e7d71710367481ca3ca10683c27feb362e46a2fbee4

Aliases

arxiv: 2405.14664 · arxiv_version: 2405.14664v4 · doi: 10.48550/arxiv.2405.14664 · pith_short_12: FEGPJ7PCRVZU · pith_short_16: FEGPJ7PCRVZUYP5E · pith_short_8: FEGPJ7PC

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/FEGPJ7PCRVZUYP5ERZ6XC4IDM5 \
  | 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: 290cf4fde28d734c3fa48e7d71710367481ca3ca10683c27feb362e46a2fbee4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c803eaca3ef2dc2bcc7506d651787dd43b6032f831951823f1d66b1dc4afa8ed",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-23T15:02:11Z",
    "title_canon_sha256": "2c850182ff8eb8478e68b7bec77b9ea586035779810f3eecfd3ce05ca61e9d5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.14664",
    "kind": "arxiv",
    "version": 4
  }
}