Pith Number

pith:UXGQYTUZ

pith:2025:UXGQYTUZX7FESK2TM6BB6VFHPI

not attested not anchored not stored refs pending

SuperFlow: Training Flow Matching Models with RL on the Fly

Kaijie Chen, Lifu Huang, Ying Shen, Yuguang Yao, Zhiyang Xu, Zihao Lin

arxiv:2512.17951 v3 · 2025-12-17 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UXGQYTUZX7FESK2TM6BB6VFHPI}

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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

4 papers in Pith

ProHiFlo: Hierarchical Flow Matching with Functional Guidance for De Novo Protein Generation

RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO

EVLA: An Electro-Aware Multimodal Assistant for Physically-Grounded Driving Reasoning and Control

Power Reinforcement Post-Training of Text-to-Image Models with Super-Linear Advantage Shaping

Receipt and verification

First computed	2026-07-24T01:24:05.909174Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5cd0c4e99bfca492b5367821f54a77a197c73026d8318c238f12a4de0f7f330

Aliases

arxiv: 2512.17951 · arxiv_version: 2512.17951v3 · doi: 10.48550/arxiv.2512.17951 · pith_short_12: UXGQYTUZX7FE · pith_short_16: UXGQYTUZX7FESK2T · pith_short_8: UXGQYTUZ

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/UXGQYTUZX7FESK2TM6BB6VFHPI \
  | 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: a5cd0c4e99bfca492b5367821f54a77a197c73026d8318c238f12a4de0f7f330

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a07ee88226effc6e824565962a1079667aac4fe606a0b0b8fd11e87d3927916",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-17T02:44:11Z",
    "title_canon_sha256": "b664b78cb39256a10ff3aaf2b46a24190a377c22bbbb32fb310916bf496bab7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.17951",
    "kind": "arxiv",
    "version": 3
  }
}