Pith. sign in
Pith Number

pith:4T3Q6Q4I

pith:2024:4T3Q6Q4IQADUJ6E5KHL6GRFC44
not attested not anchored not stored refs pending

Explaining Model Overfitting in CNNs via GMM Clustering

Feng Han, Furao Shen, Hui Dou, Jian Zhao, Mengjun Yi, Xinyu Mu

arxiv:2412.10457 v1 · 2024-12-12 · cs.LG · cs.AI · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4T3Q6Q4IQADUJ6E5KHL6GRFC44}

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 2026-07-05T09:49:16.240936Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e4f70f4388800744f89d51d7e344a2e731797fc346d22d30762856581501b217

Aliases

arxiv: 2412.10457 · arxiv_version: 2412.10457v1 · doi: 10.48550/arxiv.2412.10457 · pith_short_12: 4T3Q6Q4IQADU · pith_short_16: 4T3Q6Q4IQADUJ6E5 · pith_short_8: 4T3Q6Q4I
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4T3Q6Q4IQADUJ6E5KHL6GRFC44 \
  | 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: e4f70f4388800744f89d51d7e344a2e731797fc346d22d30762856581501b217
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a58049440e67efb7ac822b500d855ecf50c2f8685349dcc25d73301909a1e0a0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T08:13:18Z",
    "title_canon_sha256": "0b6aa06d2ba4c937e3785b86a6782086d14cea6a4f6335f36fd5de3fa0ed41ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10457",
    "kind": "arxiv",
    "version": 1
  }
}