Pith Number

pith:LM6PQ2UI

pith:2025:LM6PQ2UIFVWSUCPPD27NTVMN7J

not attested not anchored not stored refs pending

DiffusionReward: Enhancing Blind Face Restoration through Reward Feedback Learning

Bin Wu, Wei Wang, Yahui Liu, Yao Zhao, Zixiang Li

arxiv:2505.17910 v1 · 2025-05-23 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LM6PQ2UIFVWSUCPPD27NTVMN7J}

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	2026-07-05T11:08:33.699975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b3cf86a882d6d2a09ef1ebed9d58dfa6cc9fdb0cc5e3dd21d4f3ff52b0a4008

Aliases

arxiv: 2505.17910 · arxiv_version: 2505.17910v1 · doi: 10.48550/arxiv.2505.17910 · pith_short_12: LM6PQ2UIFVWS · pith_short_16: LM6PQ2UIFVWSUCPP · pith_short_8: LM6PQ2UI

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/LM6PQ2UIFVWSUCPPD27NTVMN7J \
  | 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: 5b3cf86a882d6d2a09ef1ebed9d58dfa6cc9fdb0cc5e3dd21d4f3ff52b0a4008

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3724cb502f11322bcdfea22cce9854712248637eccc5ef22ae89b6a6296feef",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-23T13:53:23Z",
    "title_canon_sha256": "9fd9dcfcea01d148b889882376ea3bcb3ce507d78d4d0a374c75549dfa5bcf2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17910",
    "kind": "arxiv",
    "version": 1
  }
}