Pith Number

pith:FXOWWXCD

pith:2025:FXOWWXCDANNS4ZTOG6OU6N5PMH

not attested not anchored not stored refs pending

ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning

Di Zhang, Kun Gai, Pengfei Wan, Qiulin Wang, Quande Liu, Ruimao Zhang, Xintao Wang, Yuzhou Huang, Ziyang Yuan

arxiv:2501.04698 v2 · 2025-01-08 · 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{FXOWWXCDANNS4ZTOG6OU6N5PMH}

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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

8 papers in Pith

DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation

CineOrchestra: Unified Entity-Centric Conditioning for Cinematic Video Generation

Spatial-Temporal Decoupled Reference Conditioning for Identity-Preserving Text-to-Video Generation

Learning Zero-Shot Subject-Driven Video Generation Using 1% Compute

Omni-Customizer: End-to-End MultiModal Customization for Joint Audio-Video Generation

Receipt and verification

First computed	2026-07-05T11:02:16.370812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ddd6b5c43035b2e666e379d4f37af61e91d5cea48a21edb4e47f06c05e0f6cd

Aliases

arxiv: 2501.04698 · arxiv_version: 2501.04698v2 · doi: 10.48550/arxiv.2501.04698 · pith_short_12: FXOWWXCDANNS · pith_short_16: FXOWWXCDANNS4ZTO · pith_short_8: FXOWWXCD

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/FXOWWXCDANNS4ZTOG6OU6N5PMH \
  | 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: 2ddd6b5c43035b2e666e379d4f37af61e91d5cea48a21edb4e47f06c05e0f6cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a87bfccce85e2a5697c75342074f86dc480cea06348953dac9c34f09b82b86f1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-08T18:59:01Z",
    "title_canon_sha256": "7bf58feb88b50092224b0f0c17cb4d7d71113b5b065fc5ed5540b4b850aacfc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04698",
    "kind": "arxiv",
    "version": 2
  }
}