Pith Number

pith:XEU6YNWZ

pith:2015:XEU6YNWZMTOJDB77PWOIACOC3W

not attested not anchored not stored refs pending

Convergent Learning: Do different neural networks learn the same representations?

Hod Lipson, Jason Yosinski, Jeff Clune, John Hopcroft, Yixuan Li

arxiv:1511.07543 v3 · 2015-11-24 · cs.LG · 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{XEU6YNWZMTOJDB77PWOIACOC3W}

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

4 papers in Pith

Entropy-Based Characterisation of the Polarised Regime in Latent Variable Models

The Platonic Representation Hypothesis

Enabling Federated Inference via Unsupervised Consensus Embedding

Are Face Embeddings Compatible Across Deep Neural Network Models?

Receipt and verification

First computed	2026-05-18T01:19:53.368876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b929ec36d964dc9187ff7d9c8009c2dd809fce24e24680b9c1323b9cf2accde4

Aliases

arxiv: 1511.07543 · arxiv_version: 1511.07543v3 · doi: 10.48550/arxiv.1511.07543 · pith_short_12: XEU6YNWZMTOJ · pith_short_16: XEU6YNWZMTOJDB77 · pith_short_8: XEU6YNWZ

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/XEU6YNWZMTOJDB77PWOIACOC3W \
  | 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: b929ec36d964dc9187ff7d9c8009c2dd809fce24e24680b9c1323b9cf2accde4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7fb6eb2d5fdcf33b3d375097f24e71a24601e5fa9299e287f7131c16bc0cb89",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-24T02:31:46Z",
    "title_canon_sha256": "23f1883f077c94d2d66db59e260f1516db3a5a7f2518eb0446ab04eb0a04de7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.07543",
    "kind": "arxiv",
    "version": 3
  }
}