Pith Number

pith:P767SZHF

pith:2025:P767SZHFHSZVSPIGAYPXV4PWEC

not attested not anchored not stored refs pending

From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning

Hongsheng Li, Le Zhuo, Liangbing Zhao, Mohamed Elhoseiny, Peng Gao, Renrui Zhang, Sayak Paul, Yi Xin, Yue Liao

arxiv:2504.16080 v1 · 2025-04-22 · 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{P767SZHFHSZVSPIGAYPXV4PWEC}

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

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning

Unlocking Complex Visual Generation via Closed-Loop Verified Reasoning

OmniGen2: Towards Instruction-Aligned Multimodal Generation

Receipt and verification

First computed	2026-07-05T10:52:35.204283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ffdf964e53cb3593d06061f7af1f6208fd49a73b4abcc5d3d1f4b5b19cbde13

Aliases

arxiv: 2504.16080 · arxiv_version: 2504.16080v1 · doi: 10.48550/arxiv.2504.16080 · pith_short_12: P767SZHFHSZV · pith_short_16: P767SZHFHSZVSPIG · pith_short_8: P767SZHF

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/P767SZHFHSZVSPIGAYPXV4PWEC \
  | 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: 7ffdf964e53cb3593d06061f7af1f6208fd49a73b4abcc5d3d1f4b5b19cbde13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2769d5dab2aaebef72d6269f69ad6b825f9e27167ea874a41f11e6d536f726c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-22T17:58:07Z",
    "title_canon_sha256": "c6a1b55467ac5cb9bd507b7b39ab0365697170902e4366120e01e2c4f73b6d49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16080",
    "kind": "arxiv",
    "version": 1
  }
}