Pith Number

pith:KFV5LQB4

pith:2025:KFV5LQB4UY2DWYMYR5E2O2H36E

not attested not anchored not stored refs pending

Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback

Bin Lin, Feize Wu, Li Yuan, Qihui Zhang, Shaodong Wang, Shenghai Yuan, Wangbo Yu, Xinhua Cheng, Yang Ye, Yuwei Niu, Zheyuan Liu, Zhiyuan Yan, Zongjian Li

arxiv:2510.16888 v3 · 2025-10-19 · 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{KFV5LQB4UY2DWYMYR5E2O2H36E}

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

22 papers in Pith

Setting the Stage: Text-Driven Scene-Consistent Image Generation

DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model

JoyAI-Image: Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation

Semantic Generative Tuning for Unified Multimodal Models

Edit-GRPO: A Locality-Preserving Policy Optimization Framework for Image Editing

Receipt and verification

First computed	2026-05-21T17:53:50.773831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

516bd5c03ca6343b61988f49a768fbf101d8b2e1725b764516a502a61c0375a3

Aliases

arxiv: 2510.16888 · arxiv_version: 2510.16888v3 · doi: 10.48550/arxiv.2510.16888 · pith_short_12: KFV5LQB4UY2D · pith_short_16: KFV5LQB4UY2DWYMY · pith_short_8: KFV5LQB4

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/KFV5LQB4UY2DWYMYR5E2O2H36E \
  | 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: 516bd5c03ca6343b61988f49a768fbf101d8b2e1725b764516a502a61c0375a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bd44088d8f3573ec5dc2ef4c549c981b80f9ad53eb46e53fabd2996a347b5d6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-19T15:38:06Z",
    "title_canon_sha256": "ea1acdc528600813f1d4a566c58fb8d08c4f4c4fa16a1c82b87d79c59f78fdd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.16888",
    "kind": "arxiv",
    "version": 3
  }
}