Pith Number

pith:HUSUTGCW

pith:2026:HUSUTGCWTY6DLN4ZQIRNXCFSFE

not attested not anchored not stored refs pending

Revitalizing Dense Material Segmentation: Stabilized Vision Transformers and the Generalization Paradox

Allan Kazakov, Duygu Cakir, Hilal Kurt \.Irfano\u{g}lu, Yavuz \.Irfano\u{g}lu

arxiv:2605.23747 v1 · 2026-05-22 · 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{HUSUTGCWTY6DLN4ZQIRNXCFSFE}

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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.

Receipt and verification

First computed	2026-05-25T02:02:29.886489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d254998569e3c35b7998222db88b22926fa58f1d18a8fb430e7f1bda4823701

Aliases

arxiv: 2605.23747 · arxiv_version: 2605.23747v1 · doi: 10.48550/arxiv.2605.23747 · pith_short_12: HUSUTGCWTY6D · pith_short_16: HUSUTGCWTY6DLN4Z · pith_short_8: HUSUTGCW

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/HUSUTGCWTY6DLN4ZQIRNXCFSFE \
  | 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: 3d254998569e3c35b7998222db88b22926fa58f1d18a8fb430e7f1bda4823701

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a04b3ac8d6f236b72e6c97e9ecb8d0dcc6d8b8f803d1398cb5b9b3ac7ebb919",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-22T15:20:27Z",
    "title_canon_sha256": "94e53b1986559a123c1b07f7ae97f563398479e2809f49ef9853bbc3b509384c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23747",
    "kind": "arxiv",
    "version": 1
  }
}