Pith Number

pith:RFWNDDP3

pith:2026:RFWNDDP3RDJR2EY2T64B7LCKIR

not attested not anchored not stored refs pending

FAIL: Flow Matching Adversarial Imitation Learning for Image Generation

Chen Li, Han Hu, Weidi Xie, Xiaosong Zhang, Yeyao Ma

arxiv:2602.12155 v2 · 2026-02-12 · 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{RFWNDDP3RDJR2EY2T64B7LCKIR}

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

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

Receipt and verification

First computed	2026-06-30T02:17:15.760112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

896cd18dfb88d31d131a9fb81fac4a4479b1565c6c48fe9a4cfa81af3ef14d87

Aliases

arxiv: 2602.12155 · arxiv_version: 2602.12155v2 · doi: 10.48550/arxiv.2602.12155 · pith_short_12: RFWNDDP3RDJR · pith_short_16: RFWNDDP3RDJR2EY2 · pith_short_8: RFWNDDP3

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/RFWNDDP3RDJR2EY2T64B7LCKIR \
  | 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: 896cd18dfb88d31d131a9fb81fac4a4479b1565c6c48fe9a4cfa81af3ef14d87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "379b9bd69317cd88095fbd9a6717cbdcfa4af69a79294b1aa74ad8daf027affe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-02-12T16:36:33Z",
    "title_canon_sha256": "5743e68832079745d5c472a283c6ef9e3e451aec49e6c976507820d86af7537a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.12155",
    "kind": "arxiv",
    "version": 2
  }
}