Pith Number

pith:U3FRGCMU

pith:2022:U3FRGCMU3JYZY4LBBRZYMHH7SB

not attested not anchored not stored refs pending

Weighted Ensemble Self-Supervised Learning

Alexander A. Alemi, Ian Fischer, Joshua V. Dillon, Saurabh Singh, Sergey Ioffe, Warren Morningstar, Yangjun Ruan

arxiv:2211.09981 v3 · 2022-11-18 · cs.LG · cs.AI · 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{U3FRGCMU3JYZY4LBBRZYMHH7SB}

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

1 paper in Pith

Multi-objective Deep Learning: Taxonomy and Survey of the State of the Art

Receipt and verification

First computed	2026-07-05T05:59:22.063688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6cb130994da719c71610c73861cff9062fbe0ec906f0491dc231d93147ff744

Aliases

arxiv: 2211.09981 · arxiv_version: 2211.09981v3 · doi: 10.48550/arxiv.2211.09981 · pith_short_12: U3FRGCMU3JYZ · pith_short_16: U3FRGCMU3JYZY4LB · pith_short_8: U3FRGCMU

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/U3FRGCMU3JYZY4LBBRZYMHH7SB \
  | 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: a6cb130994da719c71610c73861cff9062fbe0ec906f0491dc231d93147ff744

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12cffad4938d65420838a93caf9458c453d510ac1b7852e2ca6e1e1e1757a632",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-18T02:00:17Z",
    "title_canon_sha256": "985929461b809aa6255adc3e0e0a7253771481cb2d4fea420b3cafc0954e2105"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09981",
    "kind": "arxiv",
    "version": 3
  }
}