Pith Number

pith:LQBEYT7I

pith:2025:LQBEYT7I6E7N3X46KHOWDM5D2I

not attested not anchored not stored refs pending

The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation

Alexander Schwing, Ho Kei Cheng

arxiv:2503.10636 v3 · 2025-03-13 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQBEYT7I6E7N3X46KHOWDM5D2I}

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

GenSBI: Generative Methods for Simulation-Based Inference in JAX

Receipt and verification

First computed	2026-07-05T11:48:23.586827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c024c4fe8f13edddf9e51dd61b3a3d22302e6e30abb3f58f551eafb06784771

Aliases

arxiv: 2503.10636 · arxiv_version: 2503.10636v3 · doi: 10.48550/arxiv.2503.10636 · pith_short_12: LQBEYT7I6E7N · pith_short_16: LQBEYT7I6E7N3X46 · pith_short_8: LQBEYT7I

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/LQBEYT7I6E7N3X46KHOWDM5D2I \
  | 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: 5c024c4fe8f13edddf9e51dd61b3a3d22302e6e30abb3f58f551eafb06784771

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "944413116e1832beee868b252cdd5dedfc9a97cf9f43c7a4c72e16a6b5755144",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-13T17:59:56Z",
    "title_canon_sha256": "2d9efd7c7ee4a41a36a5d957d98e99b3121789665f22a6a9abe4d7aec71cea8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10636",
    "kind": "arxiv",
    "version": 3
  }
}