Pith Number

pith:U5JBDH66

pith:2018:U5JBDH66GJFILPHHDWXZ22UTW7

not attested not anchored not stored refs pending

Meta-Learning with Latent Embedding Optimization

Andrei A. Rusu, Dushyant Rao, Jakub Sygnowski, Oriol Vinyals, Raia Hadsell, Razvan Pascanu, Simon Osindero

arxiv:1807.05960 v3 · 2018-07-16 · cs.LG · cs.CV · 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{U5JBDH66GJFILPHHDWXZ22UTW7}

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

5 papers in Pith

Few-Shot Video Classification via Temporal Alignment

Learning to learn with quantum neural networks via classical neural networks

Rethinking the Good Enough Embedding for Easy Few-Shot Learning

SpurAudio: A Benchmark for Studying Shortcut Learning in Few-Shot Audio Classification

MARCO: Navigating the Unseen Space of Semantic Correspondence

Receipt and verification

First computed	2026-05-17T23:50:27.570423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a752119fde324a85bce71daf9d6a93b7f3f4e3159faf940f2e8069506aeaf2af

Aliases

arxiv: 1807.05960 · arxiv_version: 1807.05960v3 · doi: 10.48550/arxiv.1807.05960 · pith_short_12: U5JBDH66GJFI · pith_short_16: U5JBDH66GJFILPHH · pith_short_8: U5JBDH66

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/U5JBDH66GJFILPHHDWXZ22UTW7 \
  | 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: a752119fde324a85bce71daf9d6a93b7f3f4e3159faf940f2e8069506aeaf2af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7dd20a7c97ea5b2d9cd7f57e3db60085deb5af1c76400ecf71f1d8e103346442",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-16T16:35:29Z",
    "title_canon_sha256": "53e38baab80123c5d9625148ecfa2c5a26b4c4ed184a42afc0bfcf6bd66d0e1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.05960",
    "kind": "arxiv",
    "version": 3
  }
}