Pith Number

pith:FRSD7SFB

pith:2025:FRSD7SFB6MYRF57D37MCCVSUYE

not attested not anchored not stored refs pending

Merging Smarter, Generalizing Better: Enhancing Model Merging on OOD Data

Bingjie Zhang, Changlong Shi, Dandan Guo, Dongsheng Wang, Guowei Rong, He Zhao, Hongkang Li, Meng Wang

arxiv:2506.09093 v2 · 2025-06-10 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FRSD7SFB6MYRF57D37MCCVSUYE}

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

Transformers Learn the Optimal DDPM Denoiser for Multi-Token GMMs

Visual prompting reimagined: The power of the Activation Prompts

Receipt and verification

First computed	2026-07-05T11:20:56.491183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c643fc8a1f33112f7e3dfd8215654c130b4f2ed7f46c1a57b192a1c1283ab89

Aliases

arxiv: 2506.09093 · arxiv_version: 2506.09093v2 · doi: 10.48550/arxiv.2506.09093 · pith_short_12: FRSD7SFB6MYR · pith_short_16: FRSD7SFB6MYRF57D · pith_short_8: FRSD7SFB

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/FRSD7SFB6MYRF57D37MCCVSUYE \
  | 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: 2c643fc8a1f33112f7e3dfd8215654c130b4f2ed7f46c1a57b192a1c1283ab89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e4dde8a6f51125d423e607b205daed836d2751feb7d576f953f34bf7b5c30b4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T11:34:23Z",
    "title_canon_sha256": "3d584626f73e07dd89f329174ffddb71a767add2703e15953b2f90ab8b72e597"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.09093",
    "kind": "arxiv",
    "version": 2
  }
}