Pith Number

pith:NJQYVUXQ

pith:2024:NJQYVUXQRL2JEYJKS34OMJW2T5

not attested not anchored not stored refs pending

The Pitfalls of Memorization: When Memorization Hurts Generalization

David Lopez-Paz, Elvis Dohmatob, Mohammad Pezeshki, Pascal Vincent, Reza Bayat

arxiv:2412.07684 v1 · 2024-12-10 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NJQYVUXQRL2JEYJKS34OMJW2T5}

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

Mitigating Spurious Correlations with Memorization-Guided Dataset De-Biasing

Titans: Learning to Memorize at Test Time

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data

Receipt and verification

First computed	2026-07-05T09:47:13.663841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a618ad2f08af492612a96f8e626da9f58cdec88d56b4db2cf2a603ee19fea76

Aliases

arxiv: 2412.07684 · arxiv_version: 2412.07684v1 · doi: 10.48550/arxiv.2412.07684 · pith_short_12: NJQYVUXQRL2J · pith_short_16: NJQYVUXQRL2JEYJK · pith_short_8: NJQYVUXQ

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/NJQYVUXQRL2JEYJKS34OMJW2T5 \
  | 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: 6a618ad2f08af492612a96f8e626da9f58cdec88d56b4db2cf2a603ee19fea76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3082e3d1f5779b1ff8488a934559daee72ea36ddab8576c544fe7abed5186fb7",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-10T17:18:33Z",
    "title_canon_sha256": "145ad3a364104d3a799189fc208f3b49c355e201c953f896bcbf6506f8b726d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07684",
    "kind": "arxiv",
    "version": 1
  }
}