Pith Number

pith:YMTZEZBV

pith:2025:YMTZEZBVCEUYC5RBLXWAPL44UM

not attested not anchored not stored refs pending

Pruning-based Data Selection and Network Fusion for Efficient Deep Learning

Hasnain Irshad Bhatti, Humaira Kousar, Jaekyun Moon

arxiv:2501.01118 v1 · 2025-01-02 · 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{YMTZEZBVCEUYC5RBLXWAPL44UM}

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

1 paper in Pith

Are Candidate Models Really Needed for Active Learning?

Receipt and verification

First computed	2026-07-05T09:56:14.998332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c32792643511298176215dec07af9ca3141a1712fd2e12ab5ba6d33327b87ff6

Aliases

arxiv: 2501.01118 · arxiv_version: 2501.01118v1 · doi: 10.48550/arxiv.2501.01118 · pith_short_12: YMTZEZBVCEUY · pith_short_16: YMTZEZBVCEUYC5RB · pith_short_8: YMTZEZBV

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/YMTZEZBVCEUYC5RBLXWAPL44UM \
  | 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: c32792643511298176215dec07af9ca3141a1712fd2e12ab5ba6d33327b87ff6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5716472c11bc4f753ba3604dec2d20e7225fbf08ea1f3e2351900c2067e086ee",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-02T07:35:53Z",
    "title_canon_sha256": "f9c01a89a5187b829547d7c07578bf3dbf9562edc1ab6548c2436946158cce88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01118",
    "kind": "arxiv",
    "version": 1
  }
}