Pith Number

pith:VYYTHJJO

pith:2024:VYYTHJJOSR472C6JG7DQ7AWS3Q

not attested not anchored not stored refs pending

Towards Optimal Adapter Placement for Efficient Transfer Learning

Aleksandra I. Nowak, Anurag Arnab, Jonas Pfeiffer, Otniel-Bogdan Mercea, Utku Evci, Yann Dauphin

arxiv:2410.15858 v1 · 2024-10-21 · 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{VYYTHJJOSR472C6JG7DQ7AWS3Q}

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

2 papers in Pith

GD-FPS: Growth-Driven Feedforward Parameter Selection for Efficient Fine-Tuning

The Topological Trouble With Transformers

Receipt and verification

First computed	2026-07-05T09:23:26.016164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae3133a52e9479fd0bc937c70f82d2dc39726998296ed2a8049b12d27066277e

Aliases

arxiv: 2410.15858 · arxiv_version: 2410.15858v1 · doi: 10.48550/arxiv.2410.15858 · pith_short_12: VYYTHJJOSR47 · pith_short_16: VYYTHJJOSR472C6J · pith_short_8: VYYTHJJO

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/VYYTHJJOSR472C6JG7DQ7AWS3Q \
  | 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: ae3133a52e9479fd0bc937c70f82d2dc39726998296ed2a8049b12d27066277e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6af217a38288daf904deb9a271e59230c50c8a7066f33d46a171a55a606283b6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T10:37:17Z",
    "title_canon_sha256": "9540c8e8c3d1a5eca5ee64eee9c76b5b02b38a955dae849085ed3d5a8d18ca82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15858",
    "kind": "arxiv",
    "version": 1
  }
}