Pith Number

pith:PHCRSYEA

pith:2022:PHCRSYEASEIX2M3PFJUIGIQKTI

not attested not anchored not stored refs pending

BayesFormer: Transformer with Uncertainty Estimation

Han Fang, Karthik Abinav Sankararaman, Sinong Wang

arxiv:2206.00826 v1 · 2022-06-02 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PHCRSYEASEIX2M3PFJUIGIQKTI}

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

Learning Adapter Rank via Symmetry Breaking

The Transformer as a Polar State Estimator

Uncertainty Estimation in Instance Segmentation of Affordances via Bayesian Visual Transformers

Agentic Control in Variational Language Models

Receipt and verification

First computed	2026-07-05T04:28:34.095790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79c519608091117d336f2a6883220a9a2a4c0d2b59f215aa7976a571d9de024a

Aliases

arxiv: 2206.00826 · arxiv_version: 2206.00826v1 · doi: 10.48550/arxiv.2206.00826 · pith_short_12: PHCRSYEASEIX · pith_short_16: PHCRSYEASEIX2M3P · pith_short_8: PHCRSYEA

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/PHCRSYEASEIX2M3PFJUIGIQKTI \
  | 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: 79c519608091117d336f2a6883220a9a2a4c0d2b59f215aa7976a571d9de024a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3b69d5bef2575c15cdabb7d191f150885b205d347bdd94b03f06c0be9af4ec3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-06-02T01:54:58Z",
    "title_canon_sha256": "0959977879353eb925dbd2b843fb0c47cff4c0981d0d91ffb35bc2132ce6a4b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.00826",
    "kind": "arxiv",
    "version": 1
  }
}