Pith Number

pith:6QVWZ2YB

pith:2024:6QVWZ2YBB7WMNCAE4TEM6JWKAG

not attested not anchored not stored refs pending

DCBM: Data-Efficient Visual Concept Bottleneck Models

Christian Bartelt, Katharina Prasse, Margret Keuper, Patrick Knab, Sascha Marton

arxiv:2412.11576 v3 · 2024-12-16 · 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{6QVWZ2YBB7WMNCAE4TEM6JWKAG}

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

Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations

Receipt and verification

First computed	2026-07-05T11:30:39.935491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f42b6ceb010fecc68804e4c8cf26ca01ba18874ad4518fe6a4265fba6d6f06a3

Aliases

arxiv: 2412.11576 · arxiv_version: 2412.11576v3 · doi: 10.48550/arxiv.2412.11576 · pith_short_12: 6QVWZ2YBB7WM · pith_short_16: 6QVWZ2YBB7WMNCAE · pith_short_8: 6QVWZ2YB

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/6QVWZ2YBB7WMNCAE4TEM6JWKAG \
  | 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: f42b6ceb010fecc68804e4c8cf26ca01ba18874ad4518fe6a4265fba6d6f06a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3303d863fcfb5357f5581e6f2c0e68f4b67b43cffe72f2b319fa0b804b54013f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-16T09:04:58Z",
    "title_canon_sha256": "12e3924c6183f60f0f1dcf4b616cd21109b6aa7748863d34e56ba37cf582ff82"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11576",
    "kind": "arxiv",
    "version": 3
  }
}