Pith Number

pith:5BGAQUZX

pith:2021:5BGAQUZXQDGQSUMNDIBAOK526K

not attested not anchored not stored refs pending

On Training Implicit Models

Shaojie Bai, Xin-Yu Zhang, Yisen Wang, Zhengyang Geng, Zhouchen Lin

arxiv:2111.05177 v4 · 2021-11-09 · 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{5BGAQUZXQDGQSUMNDIBAOK526K}

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

2 papers in Pith

i-DEQ: A stable inertial deep equilibrium model for image restoration

Hierarchical Reasoning Model

Receipt and verification

First computed	2026-07-05T03:47:55.658826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e84c08533780cd09518d1a02072bbaf2af4ece39c5216f2313c274226f187905

Aliases

arxiv: 2111.05177 · arxiv_version: 2111.05177v4 · doi: 10.48550/arxiv.2111.05177 · pith_short_12: 5BGAQUZXQDGQ · pith_short_16: 5BGAQUZXQDGQSUMN · pith_short_8: 5BGAQUZX

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/5BGAQUZXQDGQSUMNDIBAOK526K \
  | 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: e84c08533780cd09518d1a02072bbaf2af4ece39c5216f2313c274226f187905

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3800a4e3b084afffbf209021da8f080aa8874a729fdb12615cdafbe1262cc99a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-09T14:40:24Z",
    "title_canon_sha256": "d5c1dfa757e6b9e6a47ab79f3ae76663111bb986d84c5eedefe76784352603dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.05177",
    "kind": "arxiv",
    "version": 4
  }
}