Pith Number

pith:VO4XBESE

pith:2025:VO4XBESEGKGR2HIE7CL7KANSYG

not attested not anchored not stored refs pending

ACE++: Instruction-Based Image Creation and Editing via Context-Aware Content Filling

Chaojie Mao, Jingfeng Zhang, Jingren Zhou, Yulin Pan, Yu Liu, Zeyinzi Jiang, Zhen Han

arxiv:2501.02487 v3 · 2025-01-05 · 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{VO4XBESEGKGR2HIE7CL7KANSYG}

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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

13 papers in Pith

InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space

Wan: Open and Advanced Large-Scale Video Generative Models

HierEdit: Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing

OmniGen2: Towards Instruction-Aligned Multimodal Generation

In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer

Receipt and verification

First computed	2026-07-05T10:01:19.062681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abb9709244328d1d1d04f897f501b2c1a38ed1c89d86ed96cbc60fb5e38dcaef

Aliases

arxiv: 2501.02487 · arxiv_version: 2501.02487v3 · doi: 10.48550/arxiv.2501.02487 · pith_short_12: VO4XBESEGKGR · pith_short_16: VO4XBESEGKGR2HIE · pith_short_8: VO4XBESE

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/VO4XBESEGKGR2HIE7CL7KANSYG \
  | 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: abb9709244328d1d1d04f897f501b2c1a38ed1c89d86ed96cbc60fb5e38dcaef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05fb417eb8199b924d9455f6ab69ec9179681a07b626be602479b9a8b22b352d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-05T09:40:58Z",
    "title_canon_sha256": "009eb87619d0dfc3150517ac510a4b16671839cbba3242468277f286907f7847"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02487",
    "kind": "arxiv",
    "version": 3
  }
}