Pith Number

pith:WI6B73RS

pith:2025:WI6B73RSTXZYZVYHYL2EELUIGW

not attested not anchored not stored refs pending

Assessing the Performance of Analog Training for Transfer Learning

Corey Lammie, Malte J. Rasch, Omobayode Fagbohungbe, Takashi Ando, Tayfun Gokmen, Vijay Narayanan

arxiv:2505.11067 v1 · 2025-05-16 · cs.LG · cs.AI · cs.AR · cs.CV · cs.DC · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WI6B73RSTXZYZVYHYL2EELUIGW}

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	2026-07-05T11:04:10.182938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b23c1fee329df38cd707c2f4422e8835b377d8d32b8317958ee74401a4010d90

Aliases

arxiv: 2505.11067 · arxiv_version: 2505.11067v1 · doi: 10.48550/arxiv.2505.11067 · pith_short_12: WI6B73RSTXZY · pith_short_16: WI6B73RSTXZYZVYH · pith_short_8: WI6B73RS

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/WI6B73RSTXZYZVYHYL2EELUIGW \
  | 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: b23c1fee329df38cd707c2f4422e8835b377d8d32b8317958ee74401a4010d90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b320c31f01b9950f65d7587e8fde7c046120d6c931743098e431a0104743aeb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.CV",
      "cs.DC",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T10:02:32Z",
    "title_canon_sha256": "ce24fa2423a265200fc204a4c6cb5e3b1dc8c38f13b5598ccb49b198b2fceb36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11067",
    "kind": "arxiv",
    "version": 1
  }
}