Pith Number

pith:K2M77P7Z

pith:2024:K2M77P7ZJKFZIW2TWXHIJBGH6E

not attested not anchored not stored refs pending

LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning

Alexander Lynch, Anthony Hoogs, Bharadwaj Ravichandran, Brandon RichardWebster, Christopher Funk, Dawei Du, Sarah Brockman

arxiv:2412.16275 v1 · 2024-12-20 · cs.CV · cs.AI · 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{K2M77P7ZJKFZIW2TWXHIJBGH6E}

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	2026-07-05T09:52:44.116657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5699ffbff94a8b945b53b5ce8484c7f12c79b0f5a6d12ddc8bc77124043c74e5

Aliases

arxiv: 2412.16275 · arxiv_version: 2412.16275v1 · doi: 10.48550/arxiv.2412.16275 · pith_short_12: K2M77P7ZJKFZ · pith_short_16: K2M77P7ZJKFZIW2T · pith_short_8: K2M77P7Z

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/K2M77P7ZJKFZIW2TWXHIJBGH6E \
  | 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: 5699ffbff94a8b945b53b5ce8484c7f12c79b0f5a6d12ddc8bc77124043c74e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7183a76d04d82c6b5de2ed721555a7f7bb85277feb6a8b85bef46f9cfee200c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-20T17:16:15Z",
    "title_canon_sha256": "10236715737181eb46b822b59476d7d73d902a749effb1ffbbedbee74ebeb950"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16275",
    "kind": "arxiv",
    "version": 1
  }
}