Pith Number

pith:3QVI7NQ3

pith:2023:3QVI7NQ3RKH5YINDJCISIYWAQF

not attested not anchored not stored refs pending

Calibrating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation

Chaowei Fang, Dingwen Zhang, Jingxuan He, Lechao Cheng, Meng Wang, Zerun Liu

arxiv:2305.03112 v2 · 2023-05-04 · 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{3QVI7NQ3RKH5YINDJCISIYWAQF}

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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

Mitigating Spurious Correlations in Weakly Supervised Semantic Segmentation via Cross-architecture Consistency Regularization

Receipt and verification

First computed	2026-07-05T11:11:29.670065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc2a8fb61b8a8fdc21a348912462c08149c4e185a8367a9f7553a6ff212e7bb6

Aliases

arxiv: 2305.03112 · arxiv_version: 2305.03112v2 · doi: 10.48550/arxiv.2305.03112 · pith_short_12: 3QVI7NQ3RKH5 · pith_short_16: 3QVI7NQ3RKH5YIND · pith_short_8: 3QVI7NQ3

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/3QVI7NQ3RKH5YINDJCISIYWAQF \
  | 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: dc2a8fb61b8a8fdc21a348912462c08149c4e185a8367a9f7553a6ff212e7bb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "102e672f7edb3175f5d1ed3ff0a114e9bc288679e8139e01f950f8bf8528a855",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-04T19:11:33Z",
    "title_canon_sha256": "6437f5709688eb0b091e7ae1e24f99feab4ca9747fe95eab894cf7f022a5313d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03112",
    "kind": "arxiv",
    "version": 2
  }
}