Pith Number

pith:DV2XE5WZ

pith:2024:DV2XE5WZUXPXAD2Y23KF2VL3KM

not attested not anchored not stored refs pending

Deep Model Merging: The Sister of Neural Network Interpretability -- A Survey

Arham Khan, Aswathy Ajith, Daniel Grzenda, Ian Foster, Jordan Pettyjohn, Kyle Chard, Mansi Sakarvadia, Nathaniel Hudson, Todd Nief

arxiv:2410.12927 v2 · 2024-10-16 · 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{DV2XE5WZUXPXAD2Y23KF2VL3KM}

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.

Receipt and verification

First computed	2026-07-05T10:37:35.152128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d757276d9a5df700f58d6d45d557b53315f5d8d09d0020ea3098700c38e4300

Aliases

arxiv: 2410.12927 · arxiv_version: 2410.12927v2 · doi: 10.48550/arxiv.2410.12927 · pith_short_12: DV2XE5WZUXPX · pith_short_16: DV2XE5WZUXPXAD2Y · pith_short_8: DV2XE5WZ

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/DV2XE5WZUXPXAD2Y23KF2VL3KM \
  | 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: 1d757276d9a5df700f58d6d45d557b53315f5d8d09d0020ea3098700c38e4300

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f73c731968c1ce7e18ad446b4bc5669291b701a7a9fe3968871fddf2e5c5a0d1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-16T18:14:05Z",
    "title_canon_sha256": "f08f0439d28497607e395444083c9098b3df0655eff1acf011cd8e082515d6ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12927",
    "kind": "arxiv",
    "version": 2
  }
}