Pith Number

pith:FII52CO5

pith:2025:FII52CO5ROUJP42QLRWN55YI4H

not attested not anchored not stored refs pending

MultLFG: Training-free Multi-LoRA composition using Frequency-domain Guidance

Aniket Roy, Ketul Shah, Maitreya Suin, Rama Chellappa

arxiv:2505.20525 v1 · 2025-05-26 · 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{FII52CO5ROUJP42QLRWN55YI4H}

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

2 papers in Pith

Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting

Gate-and-Merge: Zero-shot Compositional Personalization of Vision Language Models

Receipt and verification

First computed	2026-07-05T11:10:14.076046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a11dd09dd8ba897f3505c6cdef708e1c8add83af25ab0547fa4cbfc341f7832

Aliases

arxiv: 2505.20525 · arxiv_version: 2505.20525v1 · doi: 10.48550/arxiv.2505.20525 · pith_short_12: FII52CO5ROUJ · pith_short_16: FII52CO5ROUJP42Q · pith_short_8: FII52CO5

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/FII52CO5ROUJP42QLRWN55YI4H \
  | 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: 2a11dd09dd8ba897f3505c6cdef708e1c8add83af25ab0547fa4cbfc341f7832

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c074ea1e457f1658bf0ccba2cc3329e32c8053f9e6e9f6eeef411f1abba6ab85",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-26T21:05:28Z",
    "title_canon_sha256": "e0836f240ee5494cffa204837fa187524608e8627e79c9d94b9a121051d290ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20525",
    "kind": "arxiv",
    "version": 1
  }
}