Pith Number

pith:AXJIB34E

pith:2022:AXJIB34EN7ISKJ5P6QY65H777X

not attested not anchored not stored refs pending

Multi-Concept Customization of Text-to-Image Diffusion

Bingliang Zhang, Eli Shechtman, Jun-Yan Zhu, Nupur Kumari, Richard Zhang

arxiv:2212.04488 v2 · 2022-12-08 · cs.CV · cs.GR · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AXJIB34EN7ISKJ5P6QY65H777X}

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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

7 papers in Pith

Stage-Aware Adaptation and Distribution Calibration for Subject-Driven Personalized Text-to-Image Generation

SOWing Information: Cultivating Contextual Coherence with MLLMs in Image Generation

Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction

SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation

Aligning Text-to-Image Models using Human Feedback

Receipt and verification

First computed	2026-07-05T06:21:56.547765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05d280ef846fd12527aff431ee9ffffdf5309b61c5e5cea9d33050bc5be6f0e9

Aliases

arxiv: 2212.04488 · arxiv_version: 2212.04488v2 · doi: 10.48550/arxiv.2212.04488 · pith_short_12: AXJIB34EN7IS · pith_short_16: AXJIB34EN7ISKJ5P · pith_short_8: AXJIB34E

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/AXJIB34EN7ISKJ5P6QY65H777X \
  | 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: 05d280ef846fd12527aff431ee9ffffdf5309b61c5e5cea9d33050bc5be6f0e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "185445262bfa18547472c58ed921a17c0c0c98fab9a571c3fa737a28dde95f4c",
    "cross_cats_sorted": [
      "cs.GR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-08T18:57:02Z",
    "title_canon_sha256": "3ec7a8f88a2e2c333696175463b4827a1ed7a854c7ca6ecc32b4c623943e0c8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.04488",
    "kind": "arxiv",
    "version": 2
  }
}