Pith Number

pith:AULTLT4A

pith:2020:AULTLT4AKHMKEFJSM4Y4RTXEIB

not attested not anchored not stored refs pending

Bayesian Learning for Deep Neural Network Adaptation

Lan Wang, Tan Lee, Xunying Liu, Xurong Xie

arxiv:2012.07460 v4 · 2020-12-14 · cs.SD · eess.AS · 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{AULTLT4AKHMKEFJSM4Y4RTXEIB}

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	2026-07-05T08:31:37.764863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

051735cf8051d8a215326731c8cee44071648dac80c9844b8779b70823ae0688

Aliases

arxiv: 2012.07460 · arxiv_version: 2012.07460v4 · doi: 10.48550/arxiv.2012.07460 · pith_short_12: AULTLT4AKHMK · pith_short_16: AULTLT4AKHMKEFJS · pith_short_8: AULTLT4A

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/AULTLT4AKHMKEFJSM4Y4RTXEIB \
  | 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: 051735cf8051d8a215326731c8cee44071648dac80c9844b8779b70823ae0688

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b07406c38ebb97a22490a7ebd049eeb40e067fb86f9a1060c223482e3beaabfc",
    "cross_cats_sorted": [
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2020-12-14T12:30:41Z",
    "title_canon_sha256": "8448d246f879c1cc68de9db9e6d9871210d891569c5515b45b7fc8897a963a00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.07460",
    "kind": "arxiv",
    "version": 4
  }
}