Pith Number

pith:NGJ7XE6A

pith:2024:NGJ7XE6AFRHOADZJJ3FTSKBU52

not attested not anchored not stored refs pending

Pruning By Explaining Revisited: Optimizing Attribution Methods to Prune CNNs and Transformers

Maximilian Dreyer, Reduan Achtibat, Sayed Mohammad Vakilzadeh Hatefi, Sebastian Lapuschkin, Thomas Wiegand, Wojciech Samek

arxiv:2408.12568 v2 · 2024-08-22 · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NGJ7XE6AFRHOADZJJ3FTSKBU52}

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

3 papers in Pith

Faithfulness to Refusal: A Causal Audit of Neuron Selectors

Activation- and Influence-Aware Ranks (AIR): Function-Preserving SVD Compression for LLMs

Attribution-Guided Pruning for Insight and Control: Circuit Discovery and Targeted Correction in Small-scale LLMs

Receipt and verification

First computed	2026-07-05T09:24:37.919865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6993fb93c02c4ee00f294ecb392834eebf25d20ebf8c12199c95429a6df8b126

Aliases

arxiv: 2408.12568 · arxiv_version: 2408.12568v2 · doi: 10.48550/arxiv.2408.12568 · pith_short_12: NGJ7XE6AFRHO · pith_short_16: NGJ7XE6AFRHOADZJ · pith_short_8: NGJ7XE6A

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/NGJ7XE6AFRHOADZJJ3FTSKBU52 \
  | 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: 6993fb93c02c4ee00f294ecb392834eebf25d20ebf8c12199c95429a6df8b126

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "109faf766855c5a4b70eed813e108b02b273bc32b2b26b664ddaebd5863203b5",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-22T17:35:18Z",
    "title_canon_sha256": "b3cdf1e1fed8fefd3c35293073bab2cc0340fbb2848c1e52beb612f07678bd7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12568",
    "kind": "arxiv",
    "version": 2
  }
}