Pith Number

pith:FQLTFPBH

pith:2020:FQLTFPBHDFXLOGQOHTO6NHGDKZ

not attested not anchored not stored refs pending

Deep Ensembles for Low-Data Transfer Learning

Andr\'e Susano Pinto, Basil Mustafa, Carlos Riquelme, Daniel Keysers, Joan Puigcerver, Neil Houlsby

arxiv:2010.06866 v2 · 2020-10-14 · 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{FQLTFPBHDFXLOGQOHTO6NHGDKZ}

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

Revisiting Bayesian Model Averaging in the Era of Foundation Models

Receipt and verification

First computed	2026-07-05T01:43:59.743200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c1732bc27196eb71a0e3cdde69cc356641255b2f0b61885f2de21d976579a02

Aliases

arxiv: 2010.06866 · arxiv_version: 2010.06866v2 · doi: 10.48550/arxiv.2010.06866 · pith_short_12: FQLTFPBHDFXL · pith_short_16: FQLTFPBHDFXLOGQO · pith_short_8: FQLTFPBH

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/FQLTFPBHDFXLOGQOHTO6NHGDKZ \
  | 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: 2c1732bc27196eb71a0e3cdde69cc356641255b2f0b61885f2de21d976579a02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3ddff02ececbdf2f7971b9f8e4624e559e5d79b787c4de9c55dd8246d1d440e",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-14T07:59:00Z",
    "title_canon_sha256": "47a6560327c9cd2abfb61e36d50af4c5ec24bf6c58820b4fb07d0299df265318"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.06866",
    "kind": "arxiv",
    "version": 2
  }
}