Pith Number

pith:QEX3QJXD

pith:2025:QEX3QJXDC25NQGDZRX5WNB3BKX

not attested not anchored not stored refs pending

Weak-to-Strong Diffusion with Reflection

Lichen Bai, Masashi Sugiyama, Zeke Xie

arxiv:2502.00473 v3 · 2025-02-01 · 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{QEX3QJXDC25NQGDZRX5WNB3BKX}

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

Reflective Flow Sampling Enhancement

Receipt and verification

First computed	2026-07-05T10:53:15.443133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

812fb826e316bad818798dfb66876155f23b60117f31e268bfa0715208e4866a

Aliases

arxiv: 2502.00473 · arxiv_version: 2502.00473v3 · doi: 10.48550/arxiv.2502.00473 · pith_short_12: QEX3QJXDC25N · pith_short_16: QEX3QJXDC25NQGDZ · pith_short_8: QEX3QJXD

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/QEX3QJXDC25NQGDZRX5WNB3BKX \
  | 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: 812fb826e316bad818798dfb66876155f23b60117f31e268bfa0715208e4866a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b051860352b50542e8270b76e9dff94b19ff5a656a86de8470023493717effc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-01T16:00:08Z",
    "title_canon_sha256": "283904012d982768eb61ed23c2c1cec491ca131124b7e5be38df18782ba0372a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00473",
    "kind": "arxiv",
    "version": 3
  }
}