Pith Number

pith:VMMT72JY

pith:2024:VMMT72JYX6UDKLPWHB4GDIYB6D

not attested not anchored not stored refs pending

Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective

Akiyoshi Tomihari, Issei Sato

arxiv:2405.16747 v2 · 2024-05-27 · 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{VMMT72JYX6UDKLPWHB4GDIYB6D}

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

Unveiling the Backdoor Mechanism Hidden Behind Catastrophic Overfitting in Fast Adversarial Training

Receipt and verification

First computed	2026-07-05T09:23:50.813817Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab193fe938bfa8352df6387861a301f0d89e7bb8b973936a9114b32d2d724f3d

Aliases

arxiv: 2405.16747 · arxiv_version: 2405.16747v2 · doi: 10.48550/arxiv.2405.16747 · pith_short_12: VMMT72JYX6UD · pith_short_16: VMMT72JYX6UDKLPW · pith_short_8: VMMT72JY

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/VMMT72JYX6UDKLPWHB4GDIYB6D \
  | 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: ab193fe938bfa8352df6387861a301f0d89e7bb8b973936a9114b32d2d724f3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f2d6ff03aeed93324c1ec471147bf07a1679a004749e78ba84a2ba43332b2add",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T01:31:40Z",
    "title_canon_sha256": "86ad2113f087bccb4c7435a321b23fd36804f12fc04495a24c033e4666472c93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16747",
    "kind": "arxiv",
    "version": 2
  }
}