Pith Number

pith:EQB7DMLI

pith:2022:EQB7DMLI4HCQMZW5DHS4XN2KOY

not attested not anchored not stored refs pending

Composite Learning for Robust and Effective Dense Predictions

David Bruggemann, Fisher Yu, Luc Van Gool, Menelaos Kanakis, Thomas E. Huang

arxiv:2210.07239 v1 · 2022-10-13 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EQB7DMLI4HCQMZW5DHS4XN2KOY}

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	2026-07-05T05:06:26.048733Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2403f1b168e1c50666dd19e5cbb74a7630b17abb5c9f2eddf3d6aa1320fce123

Aliases

arxiv: 2210.07239 · arxiv_version: 2210.07239v1 · doi: 10.48550/arxiv.2210.07239 · pith_short_12: EQB7DMLI4HCQ · pith_short_16: EQB7DMLI4HCQMZW5 · pith_short_8: EQB7DMLI

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/EQB7DMLI4HCQMZW5DHS4XN2KOY \
  | 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: 2403f1b168e1c50666dd19e5cbb74a7630b17abb5c9f2eddf3d6aa1320fce123

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a95d890fee6c1146d4184a1cfc90eaafed1e11b8ca08aa12bcfbf76d72bee870",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-13T17:59:16Z",
    "title_canon_sha256": "da9b8504b114258888fbc1e852b3d4bb669a2aa6dc25889270fcd5b823ab7dba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07239",
    "kind": "arxiv",
    "version": 1
  }
}