Pith Number

pith:2MSXKVV5

pith:2022:2MSXKVV5CFULURQJJ43R5XOD5I

not attested not anchored not stored refs pending

Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers

Baosheng Yu, Bo Du, Lixiang Ru, Yibing Zhan

arxiv:2203.02664 v2 · 2022-03-05 · 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{2MSXKVV5CFULURQJJ43R5XOD5I}

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

ProBAG: Prototype-Guided Boundary-Aware Graph Diffusion for Weakly Supervised Histopathology Segmentation

Receipt and verification

First computed	2026-07-05T04:55:38.256282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3257556bd1168ba46094f371eddc3ea149c18aedcb9632d8f27a7b560fc3d35

Aliases

arxiv: 2203.02664 · arxiv_version: 2203.02664v2 · doi: 10.48550/arxiv.2203.02664 · pith_short_12: 2MSXKVV5CFUL · pith_short_16: 2MSXKVV5CFULURQJ · pith_short_8: 2MSXKVV5

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/2MSXKVV5CFULURQJJ43R5XOD5I \
  | 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: d3257556bd1168ba46094f371eddc3ea149c18aedcb9632d8f27a7b560fc3d35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a04a9f861287da49b26da4f2771bc75fbf32de1bd81336ce9cd3ad24e558d6c7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-05T06:07:17Z",
    "title_canon_sha256": "179d96f918c9167055e2bd11dd92619c62fd64b502affbbebcb418224949e64a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.02664",
    "kind": "arxiv",
    "version": 2
  }
}