Pith Number

pith:GZUNYGUQ

pith:2024:GZUNYGUQKJFBMLFBYAJTOOASD7

not attested not anchored not stored refs pending

Minibatch Optimal Transport and Perplexity Bound Estimation in Discrete Flow Matching

Eli Waxman, Etrit Haxholli, Ogul Can, Yeti Z. Gurbuz

arxiv:2411.00759 v5 · 2024-11-01 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZUNYGUQKJFBMLFBYAJTOOASD7}

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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

1 paper in Pith

Infinite Mask Diffusion for Few-Step Distillation

Receipt and verification

First computed	2026-06-01T01:02:13.426096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3668dc1a90524a162ca1c0133738121fc9d4823d879545fe59125698bf27309b

Aliases

arxiv: 2411.00759 · arxiv_version: 2411.00759v5 · doi: 10.48550/arxiv.2411.00759 · pith_short_12: GZUNYGUQKJFB · pith_short_16: GZUNYGUQKJFBMLFB · pith_short_8: GZUNYGUQ

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/GZUNYGUQKJFBMLFBYAJTOOASD7 \
  | 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: 3668dc1a90524a162ca1c0133738121fc9d4823d879545fe59125698bf27309b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "127a5f3f1b8db7b1e27c10ec52d1065e577d3e33c5fecff5eeff6a5e949b8e53",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-01T17:35:09Z",
    "title_canon_sha256": "89b46bbdc7f71594e42c8f9a6d86d28db23a812d2bfce8f5e5c943ca9cddd523"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00759",
    "kind": "arxiv",
    "version": 5
  }
}