Pith Number

pith:UYLIKVI7

pith:2024:UYLIKVI7DF5VEFYPRZXZVLTO6D

not attested not anchored not stored refs pending

Improving the Training of Rectified Flows

Giulia Fanti, Sangyun Lee, Zinan Lin

arxiv:2405.20320 v2 · 2024-05-30 · cs.CV · cs.AI · 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{UYLIKVI7DF5VEFYPRZXZVLTO6D}

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

3 papers in Pith

Few-step Generative Models as Lossy Compression

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

MFC-RFNet: A Multi-scale Guided Rectified Flow Network for Radar Sequence Prediction

Receipt and verification

First computed	2026-07-05T09:17:42.711323Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a61685551f197b52170f8e6f9aae6ef0f66ae1c8e12803dd6babb3d2e03e88f5

Aliases

arxiv: 2405.20320 · arxiv_version: 2405.20320v2 · doi: 10.48550/arxiv.2405.20320 · pith_short_12: UYLIKVI7DF5V · pith_short_16: UYLIKVI7DF5VEFYP · pith_short_8: UYLIKVI7

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/UYLIKVI7DF5VEFYPRZXZVLTO6D \
  | 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: a61685551f197b52170f8e6f9aae6ef0f66ae1c8e12803dd6babb3d2e03e88f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9639c7ee0b65c0c5d84355b0d72737115898f31a75821781ff901138bde999e5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-30T17:56:04Z",
    "title_canon_sha256": "99d0680501290c561b0ba8f4f7b3afdfae51e12185b448077b3e86c5ce513272"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20320",
    "kind": "arxiv",
    "version": 2
  }
}