Pith Number

pith:KYROQZXG

pith:2023:KYROQZXG5VOVM5CPNZPQYIKLI7

not attested not anchored not stored refs pending

Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation

Amartya Dutta, Anuj Karpatne, Arka Daw, Jie Bu, M. Maruf

arxiv:2308.11052 v1 · 2023-08-21 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KYROQZXG5VOVM5CPNZPQYIKLI7}

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	2026-07-05T06:43:29.056162Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5622e866e6ed5d56744f6e5f0c214b47fde9e8de50ab454fafc86758c34608d2

Aliases

arxiv: 2308.11052 · arxiv_version: 2308.11052v1 · doi: 10.48550/arxiv.2308.11052 · pith_short_12: KYROQZXG5VOV · pith_short_16: KYROQZXG5VOVM5CP · pith_short_8: KYROQZXG

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/KYROQZXG5VOVM5CPNZPQYIKLI7 \
  | 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: 5622e866e6ed5d56744f6e5f0c214b47fde9e8de50ab454fafc86758c34608d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fc138f66de95c0f8fd0aa4ad1e4991c58db7bdd29613bdf83aa53e7a1cf9b09",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-21T21:30:48Z",
    "title_canon_sha256": "76521e02d452100808535b2e395bcef24b4e010b65dcb7f44574157bbd2a927d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11052",
    "kind": "arxiv",
    "version": 1
  }
}